From 5b0a8cd51f17fe405cbc28cc1e820e0defbdeb44 Mon Sep 17 00:00:00 2001 From: louisnw Date: Wed, 10 May 2023 20:45:23 +0100 Subject: [PATCH] first commit --- LICENSE | 21 + README.md | 205 ++ examples/1_setting_data/ohlcv.csv | 2982 +++++++++++++++++ examples/1_setting_data/setting_data.png | Bin 0 -> 503955 bytes examples/1_setting_data/setting_data.py | 12 + examples/2_live_data/live_data.gif | Bin 0 -> 6894536 bytes examples/2_live_data/live_data.py | 25 + examples/2_live_data/next_ohlcv.csv | 1492 +++++++++ examples/2_live_data/ohlcv.csv | 1491 +++++++++ examples/3_tick_data/ohlc.csv | 437 +++ examples/3_tick_data/tick_data.gif | Bin 0 -> 728855 bytes examples/3_tick_data/tick_data.py | 23 + examples/3_tick_data/ticks.csv | 2466 ++++++++++++++ .../4_line_indicators/line_indicators.png | Bin 0 -> 514846 bytes examples/4_line_indicators/line_indicators.py | 26 + examples/4_line_indicators/ohlcv.csv | 2982 +++++++++++++++++ examples/5_styling/ohlcv.csv | 2982 +++++++++++++++++ examples/5_styling/styling.png | Bin 0 -> 524086 bytes examples/5_styling/styling.py | 26 + examples/6_callbacks/callbacks.gif | Bin 0 -> 648445 bytes examples/6_callbacks/callbacks.py | 18 + examples/6_callbacks/ohlcv.csv | 2982 +++++++++++++++++ lightweight_charts/__init__.py | 8 + lightweight_charts/chart.py | 210 ++ lightweight_charts/js.py | 634 ++++ lightweight_charts/pkg.py | 10 + lightweight_charts/pywebview.py | 79 + lightweight_charts/util.py | 61 + lightweight_charts/widgets.py | 28 + setup.py | 15 + 30 files changed, 19215 insertions(+) create mode 100644 LICENSE create mode 100644 README.md create mode 100644 examples/1_setting_data/ohlcv.csv create mode 100644 examples/1_setting_data/setting_data.png create mode 100644 examples/1_setting_data/setting_data.py create mode 100644 examples/2_live_data/live_data.gif create mode 100644 examples/2_live_data/live_data.py create mode 100644 examples/2_live_data/next_ohlcv.csv create mode 100644 examples/2_live_data/ohlcv.csv create mode 100644 examples/3_tick_data/ohlc.csv create mode 100644 examples/3_tick_data/tick_data.gif create mode 100644 examples/3_tick_data/tick_data.py create mode 100644 examples/3_tick_data/ticks.csv create mode 100644 examples/4_line_indicators/line_indicators.png create mode 100644 examples/4_line_indicators/line_indicators.py create mode 100644 examples/4_line_indicators/ohlcv.csv create mode 100644 examples/5_styling/ohlcv.csv create mode 100644 examples/5_styling/styling.png create mode 100644 examples/5_styling/styling.py create mode 100644 examples/6_callbacks/callbacks.gif create mode 100644 examples/6_callbacks/callbacks.py create mode 100644 examples/6_callbacks/ohlcv.csv create mode 100644 lightweight_charts/__init__.py create mode 100644 lightweight_charts/chart.py create mode 100644 lightweight_charts/js.py create mode 100644 lightweight_charts/pkg.py create mode 100644 lightweight_charts/pywebview.py create mode 100644 lightweight_charts/util.py create mode 100644 lightweight_charts/widgets.py create mode 100644 setup.py diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..1246d79 --- /dev/null +++ b/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2023 louisnw01 + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/README.md b/README.md new file mode 100644 index 0000000..872f5d2 --- /dev/null +++ b/README.md @@ -0,0 +1,205 @@ +# lightweight_charts_python + +lightweight-charts-python aims to provide a simple and pythonic way to access and implement [TradingView's Lightweight Charts](https://www.tradingview.com/lightweight-charts/). + +## Installation +``` +pip install lightweight_charts +``` +___ + +## Features +1. Simple and easy to use. +2. Blocking or non-blocking GUI. +3. Streamlined for live data, with methods for updating directly from tick data. +4. Support for wxPython. +___ + +### 1. Display data from a csv: + +```python +import pandas as pd +from lightweight_charts import Chart + + +if __name__ == '__main__': + + chart = Chart() + + # Columns: | time | open | high | low | close | volume (if volume is enabled) | + df = pd.read_csv('ohlcv.csv') + chart.set(df) + + chart.show(block=True) + +``` +![setting_data image](https://github.com/louisnw01/lightweight-charts-python/blob/main/examples/1_setting_data/setting_data.png) +___ + +### 2. Updating bars in real-time: + +```python +import pandas as pd +from time import sleep +from lightweight_charts import Chart + +if __name__ == '__main__': + + chart = Chart() + + df1 = pd.read_csv('ohlcv.csv') + df2 = pd.read_csv('next_ohlcv.csv') + + chart.set(df1) + + chart.show() + + last_close = df1.iloc[-1] + + for i, series in df2.iterrows(): + chart.update(series) + + if series['close'] > 20 and last_close < 20: + chart.marker(text='The price crossed $20!') + + last_close = series['close'] + sleep(0.1) + +``` + +![live data gif](https://github.com/louisnw01/lightweight-charts-python/blob/main/examples/2_live_data/live_data.gif) +___ + +### 3. Updating bars from tick data in real-time: + +```python +import pandas as pd +from time import sleep +from lightweight_charts import Chart + + +if __name__ == '__main__': + + df1 = pd.read_csv('ohlc.csv') + + # Columns: | time | price | volume (if volume is enabled) | + df2 = pd.read_csv('ticks.csv') + + chart = Chart(volume_enabled=False) + + chart.set(df1) + + chart.show() + + for i, tick in df2.iterrows(): + chart.update_from_tick(tick) + + sleep(0.3) + +``` +![tick data gif](https://github.com/louisnw01/lightweight-charts-python/blob/main/examples/3_tick_data/tick_data.gif) +___ + +### 4. Line Indicators: + +```python +import pandas as pd +from lightweight_charts import Chart + + +def calculate_sma(data: pd.DataFrame, period: int = 50): + def avg(d: pd.DataFrame): + return d['close'].mean() + result = [] + for i in range(period - 1, len(data)): + val = avg(data.iloc[i - period + 1:i]) + result.append({'time': data.iloc[i]['date'], 'value': val}) + return pd.DataFrame(result) + + +if __name__ == '__main__': + + chart = Chart() + + df = pd.read_csv('ohlcv.csv') + chart.set(df) + + line = chart.create_line() + sma_data = calculate_sma(df) + line.set(sma_data) + + chart.show(block=True) + +``` +![line indicators image](https://github.com/louisnw01/lightweight-charts-python/blob/main/examples/4_line_indicators/line_indicators.png) +___ + +### 5. Styling: + +```python +import pandas as pd +from lightweight_charts import Chart + + +if __name__ == '__main__': + + chart = Chart(debug=True) + + df = pd.read_csv('ohlcv.csv') + + chart.layout(background_color='#090008', text_color='#FFFFFF', font_size=16, font_family='Helvetica') + + chart.candle_style(up_color='#00ff55', down_color='#ed4807', border_up_color='#FFFFFF', border_down_color='#FFFFFF', + wick_up_color='#FFFFFF', wick_down_color='#FFFFFF') + + chart.volume_config(up_color='#00ff55', down_color='#ed4807') + + chart.watermark('1D', color='rgba(180, 180, 240, 0.7)') + + chart.crosshair(mode='normal', vert_color='#FFFFFF', vert_style='dotted', horz_color='#FFFFFF', horz_style='dotted') + + chart.legend(visible=True, font_size=14) + + chart.set(df) + + chart.show(block=True) + +``` +![styling image](https://github.com/louisnw01/lightweight-charts-python/blob/main/examples/5_styling/styling.png) +___ + +### 6. Callbacks: + +```python +import pandas as pd +from lightweight_charts import Chart + + +def on_click(bar: dict): + print(f"Time: {bar['time']} | Close: {bar['close']}") + + +if __name__ == '__main__': + + chart = Chart() + + df = pd.read_csv('ohlcv.csv') + chart.set(df) + + chart.subscribe_click(on_click) + + chart.show(block=True) + +``` +![callbacks gif](https://github.com/louisnw01/lightweight-charts-python/blob/main/examples/6_callbacks/callbacks.gif) +___ +## Wiki + +For a detailed guide of lightweight-charts-python, view the wiki [here](https://github.com/louisnw01/lightweight-charts-python/wiki). + +___ + +_This package is an independent creation and has not been endorsed, sponsored, or approved by TradingView. The author of this package does not have any official relationship with TradingView, and the package does not represent the views or opinions of TradingView._ + + + diff --git a/examples/1_setting_data/ohlcv.csv b/examples/1_setting_data/ohlcv.csv new file mode 100644 index 0000000..57e4739 --- /dev/null +++ b/examples/1_setting_data/ohlcv.csv @@ -0,0 +1,2982 @@ +,date,open,high,low,close,volume +0,2010-06-29,1.2667,1.6667,1.1693,1.5927,277519500.0 +1,2010-06-30,1.6713,2.028,1.5533,1.5887,253039500.0 +2,2010-07-01,1.6627,1.728,1.3513,1.464,121461000.0 +3,2010-07-02,1.47,1.55,1.2473,1.28,75871500.0 +4,2010-07-06,1.2867,1.3333,1.0553,1.074,101664000.0 +5,2010-07-07,1.0933,1.1087,0.9987,1.0533,102645000.0 +6,2010-07-08,1.0567,1.1793,1.038,1.164,114526500.0 +7,2010-07-09,1.18,1.1933,1.1033,1.16,60061500.0 +8,2010-07-12,1.1533,1.2047,1.1233,1.1413,32487000.0 +9,2010-07-13,1.1533,1.2427,1.1267,1.2093,39439500.0 +10,2010-07-14,1.2067,1.3433,1.184,1.3227,62097000.0 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+715,2013-09-17,11.066,11.228,10.8907,11.0933,78295500.0 +716,2013-09-18,11.094,11.3233,10.9467,11.3,78660000.0 +717,2013-09-19,11.31,12.0313,11.1,11.8793,224395500.0 +718,2013-09-20,11.8333,12.3887,11.7947,12.2593,194923500.0 +719,2013-09-23,12.33,12.3653,11.8073,12.0073,119229000.0 +720,2013-09-24,12.074,12.3307,11.8433,12.144,90906000.0 +721,2013-09-25,12.1067,12.42,12.02,12.3727,117744000.0 +722,2013-09-26,12.4087,12.6453,12.3333,12.5647,95916000.0 +723,2013-09-27,12.5867,12.7533,12.4287,12.7467,84856500.0 +724,2013-09-30,12.6933,12.9667,12.5207,12.87,129867000.0 +725,2013-10-01,12.9067,12.9933,12.558,12.8713,112054500.0 +726,2013-10-02,12.8167,12.8733,11.6933,11.9033,298063500.0 +727,2013-10-03,11.7913,11.9793,11.2,11.5193,342652500.0 +728,2013-10-04,11.5333,12.2333,11.51,12.2307,209007000.0 +729,2013-10-07,12.3107,12.4487,12.0173,12.1927,166999500.0 +730,2013-10-08,12.2667,12.3953,11.5333,11.6833,198939000.0 +731,2013-10-09,11.7,11.8,10.7667,11.2533,220770000.0 +732,2013-10-10,11.2533,11.7167,11.22,11.5327,129027000.0 +733,2013-10-11,11.578,11.9993,11.4,11.98,119569500.0 +734,2013-10-14,11.8033,12.1667,11.61,12.022,112860000.0 +735,2013-10-15,12.022,12.586,12.022,12.3133,159427500.0 +736,2013-10-16,12.3333,12.4867,12.1393,12.2133,119692500.0 +737,2013-10-17,12.2667,12.3333,12.066,12.24,97383000.0 +738,2013-10-18,12.2873,12.3973,12.0733,12.1627,85054500.0 +739,2013-10-21,12.2933,12.3127,11.4,11.5593,165351000.0 +740,2013-10-22,11.6,11.852,11.074,11.396,166023000.0 +741,2013-10-23,11.38,11.454,10.6767,10.8887,190072500.0 +742,2013-10-24,10.92,11.8307,10.8553,11.8167,158160000.0 +743,2013-10-25,11.5407,11.814,11.12,11.2833,110428500.0 +744,2013-10-28,11.3107,11.4967,10.8073,10.84,112183500.0 +745,2013-10-29,10.84,11.06,10.2,10.934,205161000.0 +746,2013-10-30,11.0467,11.1787,10.5333,10.5333,121746000.0 +747,2013-10-31,10.52,10.8293,10.22,10.71,131301000.0 +748,2013-11-01,10.75,11.06,10.6627,10.8667,104220000.0 +749,2013-11-04,10.8667,11.7987,10.8667,11.7533,188814000.0 +750,2013-11-05,11.68,12.1313,10.2667,10.3333,319066500.0 +751,2013-11-06,10.44,10.7153,9.7573,10.0,442978500.0 +752,2013-11-07,9.8667,10.1333,9.1747,9.2007,319876500.0 +753,2013-11-08,9.1667,9.3833,8.8213,9.2553,316498500.0 +754,2013-11-11,9.1,9.6947,9.1,9.66,202396500.0 +755,2013-11-12,9.7667,9.8,9.0787,9.3933,213652500.0 +756,2013-11-13,9.39,9.4913,9.0893,9.2707,175584000.0 +757,2013-11-14,9.3333,9.3847,8.9407,9.1573,175161000.0 +758,2013-11-15,9.2,9.2627,8.9567,9.0013,143160000.0 +759,2013-11-18,9.0327,9.1,7.974,7.9893,333507000.0 +760,2013-11-19,8.0293,8.6,7.7033,8.52,282606000.0 +761,2013-11-20,8.5,8.5067,7.9373,8.0567,199353000.0 +762,2013-11-21,8.0727,8.3253,8.0067,8.11,172042500.0 +763,2013-11-22,8.1533,8.1833,7.862,8.1,162112500.0 +764,2013-11-25,8.0893,8.3893,8.02,8.046,150082500.0 +765,2013-11-26,8.098,8.1813,7.74,8.066,201268500.0 +766,2013-11-27,8.1313,8.5327,7.968,8.5253,178762500.0 +767,2013-11-29,8.6207,8.706,8.4333,8.4413,142236000.0 +768,2013-12-02,8.48,8.57,8.258,8.43,110358000.0 +769,2013-12-03,8.4447,9.6627,8.2867,9.62,374767500.0 +770,2013-12-04,9.7673,9.7993,9.142,9.2567,191470500.0 +771,2013-12-05,9.3773,9.5567,9.3,9.334,134154000.0 +772,2013-12-06,9.412,9.5293,9.0867,9.1387,115554000.0 +773,2013-12-09,9.2067,9.4947,8.9473,9.45,150270000.0 +774,2013-12-10,9.3993,9.7247,9.2413,9.4973,172441500.0 +775,2013-12-11,9.4807,9.5767,9.298,9.32,111934500.0 +776,2013-12-12,9.37,9.8827,9.2353,9.8133,173362500.0 +777,2013-12-13,9.8553,10.12,9.8,9.816,174357000.0 +778,2013-12-16,9.8433,10.03,9.74,9.8227,109501500.0 +779,2013-12-17,9.822,10.3087,9.7533,10.18,174391500.0 +780,2013-12-18,10.18,10.3267,9.73,9.8633,182674500.0 +781,2013-12-19,9.8667,9.9993,9.2733,9.3733,202656000.0 +782,2013-12-20,9.4007,9.624,9.3767,9.516,123055500.0 +783,2013-12-23,9.6327,9.7493,9.5067,9.6433,88005000.0 +784,2013-12-24,9.7567,10.3327,9.686,10.068,159850500.0 +785,2013-12-26,10.21,10.5333,10.1767,10.4067,118942500.0 +786,2013-12-27,10.368,10.4527,10.0333,10.0333,93999000.0 +787,2013-12-30,10.0747,10.3207,10.0333,10.1533,74286000.0 +788,2013-12-31,10.1993,10.2627,9.9107,10.0327,72408000.0 +789,2014-01-02,10.04,10.1653,9.77,10.0093,102918000.0 +790,2014-01-03,10.0067,10.1467,9.9067,9.932,78061500.0 +791,2014-01-06,10.0,10.032,9.682,9.776,89131500.0 +792,2014-01-07,9.8,10.0267,9.6833,9.9207,83844000.0 +793,2014-01-08,9.9573,10.2467,9.8673,10.1,101304000.0 +794,2014-01-09,10.0933,10.2287,9.79,9.8567,88711500.0 +795,2014-01-10,9.874,9.9667,9.4833,9.73,126364500.0 +796,2014-01-13,9.76,9.8,9.188,9.3167,84717000.0 +797,2014-01-14,9.2933,11.172,9.1113,11.0167,379350000.0 +798,2014-01-15,10.98,11.4907,10.8067,10.942,274327500.0 +799,2014-01-16,11.026,11.5133,10.7773,11.452,160425000.0 +800,2014-01-17,11.4147,11.5467,11.1967,11.36,124987500.0 +801,2014-01-21,11.3333,11.8193,11.3,11.7867,130549500.0 +802,2014-01-22,11.9833,12.0213,11.6507,11.904,90628500.0 +803,2014-01-23,11.8133,12.1587,11.5613,12.0,104628000.0 +804,2014-01-24,11.862,12.0333,11.554,11.5667,101746500.0 +805,2014-01-27,11.7,11.8613,10.9807,11.1867,115896000.0 +806,2014-01-28,11.308,11.9593,11.2927,11.9593,80989500.0 +807,2014-01-29,11.9287,11.9393,11.542,11.7867,77025000.0 +808,2014-01-30,11.6833,12.3187,11.6833,12.2333,107673000.0 +809,2014-01-31,12.3333,12.4,11.9007,12.0773,84319500.0 +810,2014-02-03,11.6667,12.3253,11.6667,11.8187,89644500.0 +811,2014-02-04,11.8,12.1067,11.7467,11.922,62623500.0 +812,2014-02-05,11.87,12.0393,11.2907,11.6533,93388500.0 +813,2014-02-06,11.668,12.0073,11.628,11.8953,73384500.0 +814,2014-02-07,12.032,12.488,11.9,12.4733,117148500.0 +815,2014-02-10,12.5627,13.2867,12.42,13.1027,164770500.0 +816,2014-02-11,13.2,13.48,12.8467,12.9733,140068500.0 +817,2014-02-12,13.1067,13.218,12.9547,13.0007,66439500.0 +818,2014-02-13,12.9333,13.5147,12.684,13.1313,105280500.0 +819,2014-02-14,13.2073,13.4587,13.1273,13.1933,80040000.0 +820,2014-02-18,13.1333,13.8833,13.1333,13.5567,117477000.0 +821,2014-02-19,13.6893,15.0,12.8867,14.5393,202486500.0 +822,2014-02-20,14.446,14.5667,13.7513,13.968,231760500.0 +823,2014-02-21,14.0327,14.2653,13.946,13.9947,102037500.0 +824,2014-02-24,13.98,14.5573,13.876,14.4867,108903000.0 +825,2014-02-25,14.6533,17.28,14.6533,16.8467,420369000.0 +826,2014-02-26,16.9333,17.6667,16.3693,17.44,312486000.0 +827,2014-02-27,17.5333,17.83,16.5553,16.804,223077000.0 +828,2014-02-28,16.9333,16.94,16.17,16.2567,180037500.0 +829,2014-03-03,15.4667,16.7767,15.4667,16.6667,165219000.0 +830,2014-03-04,16.91,17.386,16.8553,16.964,108879000.0 +831,2014-03-05,17.2,17.2653,16.7867,16.82,72594000.0 +832,2014-03-06,16.9333,17.1667,16.63,16.86,94290000.0 +833,2014-03-07,16.8667,16.99,16.294,16.3767,95437500.0 +834,2014-03-10,16.27,16.4387,15.7373,15.8193,97983000.0 +835,2014-03-11,15.8333,16.3067,15.4953,15.5033,109213500.0 +836,2014-03-12,15.4733,16.2993,15.2647,16.1927,123525000.0 +837,2014-03-13,16.248,16.33,15.6,15.7667,79090500.0 +838,2014-03-14,15.6467,15.8527,15.2213,15.3333,103077000.0 +839,2014-03-17,15.51,15.862,15.3667,15.7067,76896000.0 +840,2014-03-18,15.7047,16.1,15.6,16.0467,78610500.0 +841,2014-03-19,16.1613,16.2133,15.5673,15.72,62955000.0 +842,2014-03-20,15.7333,15.95,15.5573,15.6133,47638500.0 +843,2014-03-21,15.7333,15.76,15.1667,15.18,104617500.0 +844,2014-03-24,15.3867,15.4173,14.018,14.7233,142279500.0 +845,2014-03-25,14.746,15.1367,14.5267,14.7193,99859500.0 +846,2014-03-26,14.8113,14.9333,14.09,14.1793,87933000.0 +847,2014-03-27,14.1347,14.252,13.5333,13.7153,120972000.0 +848,2014-03-28,13.7367,14.448,13.734,14.294,125509500.0 +849,2014-03-31,14.3267,14.4513,13.7593,13.8533,106504500.0 +850,2014-04-01,13.88,14.544,13.8667,14.528,93630000.0 +851,2014-04-02,14.5847,15.4787,14.5367,15.4727,138853500.0 +852,2014-04-03,15.5253,15.7153,14.8,15.0153,140214000.0 +853,2014-04-04,15.14,15.218,14.0493,14.0867,146892000.0 +854,2014-04-07,13.954,14.4133,13.5673,13.8593,126373500.0 +855,2014-04-08,13.9667,14.4327,13.708,14.3327,87385500.0 +856,2014-04-09,14.4667,14.5633,14.0593,14.5033,65019000.0 +857,2014-04-10,14.4747,14.5333,13.5067,13.546,89880000.0 +858,2014-04-11,13.546,13.8,13.24,13.6067,115252500.0 +859,2014-04-14,13.56,13.9667,12.9607,13.2233,96993000.0 +860,2014-04-15,13.2067,13.4,12.288,13.0127,174859500.0 +861,2014-04-16,13.182,13.3327,12.7213,13.1333,87391500.0 +862,2014-04-17,13.1667,13.486,12.9387,13.2,75393000.0 +863,2014-04-21,13.234,13.7467,12.9333,13.6933,67105500.0 +864,2014-04-22,13.7687,14.622,13.6067,14.5073,123586500.0 +865,2014-04-23,14.6,14.6653,13.8,14.04,91764000.0 +866,2014-04-24,14.0333,14.1867,13.5467,13.8333,67018500.0 +867,2014-04-25,13.8507,13.8867,13.1767,13.3027,88900500.0 +868,2014-04-28,13.2667,13.586,12.7,13.28,90400500.0 +869,2014-04-29,13.3387,13.81,13.0353,13.7,74610000.0 +870,2014-04-30,13.666,13.924,13.4187,13.9067,55795500.0 +871,2014-05-01,13.878,14.268,13.7127,13.8167,68469000.0 +872,2014-05-02,13.9727,14.1033,13.768,14.0867,51756000.0 +873,2014-05-05,14.1327,14.5127,13.8673,14.4467,62872500.0 +874,2014-05-06,14.5333,14.5773,13.7867,13.8173,71347500.0 +875,2014-05-07,13.8867,14.05,12.254,12.406,127287000.0 +876,2014-05-08,12.53,12.96,11.8147,11.8427,257352000.0 +877,2014-05-09,11.95,12.2267,11.8147,12.1333,109512000.0 +878,2014-05-12,12.1333,12.4793,11.992,12.332,91471500.0 +879,2014-05-13,12.3873,12.756,12.16,12.6793,91531500.0 +880,2014-05-14,12.7007,12.8987,12.4733,12.73,70441500.0 +881,2014-05-15,12.6207,12.844,12.3533,12.5787,79266000.0 +882,2014-05-16,12.5333,12.8027,12.474,12.77,57685500.0 +883,2014-05-19,12.7707,13.1333,12.6667,13.1333,59709000.0 +884,2014-05-20,13.08,13.2887,12.8713,12.9793,72919500.0 +885,2014-05-21,13.0,13.3333,12.986,13.326,67347000.0 +886,2014-05-22,13.348,13.792,13.3033,13.6507,77029500.0 +887,2014-05-23,13.6867,13.8507,13.5,13.826,49992000.0 +888,2014-05-27,13.9333,14.258,13.8,14.078,68053500.0 +889,2014-05-28,14.0387,14.1847,13.684,14.0,68530500.0 +890,2014-05-29,14.0133,14.166,13.848,14.0,46740000.0 +891,2014-05-30,14.0213,14.32,13.7833,13.8227,72352500.0 +892,2014-06-02,13.8213,13.9567,13.4447,13.5667,59125500.0 +893,2014-06-03,13.59,13.8667,13.506,13.64,50698500.0 +894,2014-06-04,13.6473,13.7507,13.36,13.5433,44190000.0 +895,2014-06-05,13.5827,13.9467,13.5507,13.8,50929500.0 +896,2014-06-06,13.9267,14.054,13.812,13.858,39301500.0 +897,2014-06-09,13.8993,13.9993,13.5867,13.602,34545000.0 +898,2014-06-10,13.5853,13.798,13.4367,13.484,43896000.0 +899,2014-06-11,13.44,13.6667,13.2833,13.6333,52020000.0 +900,2014-06-12,13.6493,13.992,13.514,13.5627,78660000.0 +901,2014-06-13,13.596,13.816,13.4387,13.7227,91671000.0 +902,2014-06-16,13.8,15.0327,13.694,15.0,171028500.0 +903,2014-06-17,14.9767,15.7027,14.8567,15.3667,169213500.0 +904,2014-06-18,15.3713,15.4993,15.0747,15.12,89343000.0 +905,2014-06-19,15.1547,15.6873,15.0667,15.0687,114487500.0 +906,2014-06-20,15.202,15.4193,15.08,15.2667,63924000.0 +907,2014-06-23,15.264,15.9327,15.2147,15.846,100888500.0 +908,2014-06-24,15.82,16.1253,15.442,15.5133,104314500.0 +909,2014-06-25,15.472,15.8367,15.3493,15.7833,74611500.0 +910,2014-06-26,15.7853,16.0267,15.614,15.6733,65886000.0 +911,2014-06-27,15.6667,16.0,15.5667,15.9573,75367500.0 +912,2014-06-30,15.868,16.2993,15.868,16.0233,61995000.0 +913,2014-07-01,16.066,16.2293,15.9133,15.9633,53196000.0 +914,2014-07-02,15.9667,16.1553,15.138,15.32,102298500.0 +915,2014-07-03,15.3333,15.5933,14.9333,15.2327,66034500.0 +916,2014-07-07,15.2113,15.3333,14.6933,14.7833,74419500.0 +917,2014-07-08,14.8667,14.8667,14.2847,14.598,101098500.0 +918,2014-07-09,14.6107,14.948,14.5993,14.8667,50980500.0 +919,2014-07-10,14.8347,14.8667,14.4027,14.62,63258000.0 +920,2014-07-11,14.6587,14.7927,14.4667,14.502,41347500.0 +921,2014-07-14,14.6827,15.2527,14.3633,15.1333,92257500.0 +922,2014-07-15,15.1707,15.2,14.54,14.62,71305500.0 +923,2014-07-16,14.6533,14.9867,14.4273,14.4387,51513000.0 +924,2014-07-17,14.4467,14.7033,14.2333,14.3247,57648000.0 +925,2014-07-18,14.35,14.7473,14.3333,14.68,53826000.0 +926,2014-07-21,14.6813,14.8807,14.448,14.6993,49165500.0 +927,2014-07-22,14.836,14.8867,14.6073,14.6407,35058000.0 +928,2014-07-23,14.628,14.9833,14.628,14.906,39615000.0 +929,2014-07-24,14.9053,15.0067,14.72,14.8347,39552000.0 +930,2014-07-25,14.824,15.1313,14.77,14.914,39411000.0 +931,2014-07-28,14.894,15.4667,14.76,14.9767,84943500.0 +932,2014-07-29,15.024,15.22,14.944,15.0533,41269500.0 +933,2014-07-30,15.0333,15.3067,14.6833,15.2867,60807000.0 +934,2014-07-31,15.3573,15.4713,13.9147,14.8727,96696000.0 +935,2014-08-01,14.8333,15.8333,14.388,15.54,153400500.0 +936,2014-08-04,15.6653,16.0333,15.4667,15.8867,75952500.0 +937,2014-08-05,15.9087,16.1993,15.7127,15.9287,67884000.0 +938,2014-08-06,15.9467,16.7613,15.8167,16.536,118677000.0 +939,2014-08-07,16.5667,17.1127,16.5067,16.8033,95010000.0 +940,2014-08-08,16.752,16.826,16.4333,16.5473,64384500.0 +941,2014-08-11,16.8327,17.5827,16.5333,17.2627,101056500.0 +942,2014-08-12,17.3587,17.3813,16.972,17.3333,74634000.0 +943,2014-08-13,17.39,17.7093,17.3073,17.532,88335000.0 +944,2014-08-14,17.5867,17.5927,17.236,17.41,51877500.0 +945,2014-08-15,17.4953,17.5193,17.2333,17.4667,47685000.0 +946,2014-08-18,17.5333,17.8173,17.2833,17.2833,71943000.0 +947,2014-08-19,17.3313,17.4,16.7747,17.0787,66840000.0 +948,2014-08-20,17.0153,17.2493,16.8667,17.0167,38166000.0 +949,2014-08-21,17.0667,17.2533,16.884,16.96,37018500.0 +950,2014-08-22,16.9267,17.1413,16.8407,17.116,35620500.0 +951,2014-08-25,17.2,17.5787,17.1333,17.51,55287000.0 +952,2014-08-26,17.5333,17.706,17.44,17.468,47110500.0 +953,2014-08-27,17.5,17.616,17.3527,17.55,38287500.0 +954,2014-08-28,17.4273,17.632,17.41,17.606,36576000.0 +955,2014-08-29,17.666,18.1333,17.666,17.9833,82822500.0 +956,2014-09-02,18.0067,18.9927,18.0067,18.9733,122932500.0 +957,2014-09-03,18.9967,19.2513,18.6733,18.7067,83658000.0 +958,2014-09-04,18.8133,19.428,18.62,19.1133,104331000.0 +959,2014-09-05,19.198,19.2607,18.1673,18.442,136144500.0 +960,2014-09-08,18.5433,18.992,18.4927,18.8,69922500.0 +961,2014-09-09,18.8313,19.0327,18.4667,18.5933,57493500.0 +962,2014-09-10,18.6,18.7647,18.244,18.7533,46741500.0 +963,2014-09-11,18.8,18.986,18.5753,18.6767,48127500.0 +964,2014-09-12,18.7193,18.826,18.4667,18.59,41457000.0 +965,2014-09-15,18.5413,18.5413,16.6087,17.0,209746500.0 +966,2014-09-16,17.1153,17.4973,16.828,17.38,106606500.0 +967,2014-09-17,17.4967,17.6467,17.3,17.434,65944500.0 +968,2014-09-18,17.5413,17.7067,17.4253,17.55,47353500.0 +969,2014-09-19,17.6,17.6333,17.0087,17.2307,87552000.0 +970,2014-09-22,17.2187,17.3133,16.314,16.5333,104559000.0 +971,2014-09-23,16.4327,16.92,16.2333,16.66,73747500.0 +972,2014-09-24,16.63,16.856,16.4693,16.7967,48142500.0 +973,2014-09-25,16.918,16.9973,16.4067,16.48,61905000.0 +974,2014-09-26,16.4707,16.6487,16.4047,16.4367,49257000.0 +975,2014-09-29,16.3587,16.576,16.0467,16.3133,61668000.0 +976,2014-09-30,16.3673,16.51,16.008,16.1933,54453000.0 +977,2014-10-01,16.1667,16.2333,15.71,16.0573,75615000.0 +978,2014-10-02,16.0973,16.9867,16.0413,16.724,118692000.0 +979,2014-10-03,16.8667,17.1,16.7353,17.0667,70530000.0 +980,2014-10-06,17.0767,17.4993,17.014,17.35,102403500.0 +981,2014-10-07,17.3547,17.4307,17.0487,17.3267,59218500.0 +982,2014-10-08,17.3267,17.5253,16.8427,17.352,63711000.0 +983,2014-10-09,17.466,17.7027,16.96,17.2373,94407000.0 +984,2014-10-10,16.7993,16.8667,15.68,15.8133,167515500.0 +985,2014-10-13,15.8067,16.0193,14.6667,14.87,145405500.0 +986,2014-10-14,15.0,15.498,14.8667,15.2493,89052000.0 +987,2014-10-15,15.2013,15.3993,14.488,14.8993,116542500.0 +988,2014-10-16,14.8667,15.328,14.5,15.1053,66036000.0 +989,2014-10-17,15.286,15.6513,15.09,15.1633,146335500.0 +990,2014-10-20,15.2693,15.4933,14.8747,15.388,43081500.0 +991,2014-10-21,15.4667,15.7167,15.226,15.6333,49818000.0 +992,2014-10-22,15.6107,15.826,15.3707,15.4567,50922000.0 +993,2014-10-23,15.554,15.752,15.4067,15.69,44418000.0 +994,2014-10-24,15.6573,15.8533,15.4133,15.7067,44964000.0 +995,2014-10-27,15.7107,15.7333,14.6873,14.792,122512500.0 +996,2014-10-28,14.9333,16.3067,14.9333,16.0307,136755000.0 +997,2014-10-29,16.1653,16.2667,15.7093,15.8607,64392000.0 +998,2014-10-30,15.8667,16.0333,15.6407,15.9107,41557500.0 +999,2014-10-31,16.1267,16.2333,15.9167,16.1127,95433000.0 +1000,2014-11-03,16.1533,16.504,16.088,16.152,53284500.0 +1001,2014-11-04,16.2013,16.2267,15.7687,15.9993,45828000.0 +1002,2014-11-05,16.0967,16.6267,14.4667,16.46,110295000.0 +1003,2014-11-06,16.4,16.446,15.2333,16.12,199843500.0 +1004,2014-11-07,16.332,16.332,15.8133,15.9907,66370500.0 +1005,2014-11-10,16.036,16.192,15.7867,16.152,60531000.0 +1006,2014-11-11,16.1347,16.788,16.0973,16.74,104346000.0 +1007,2014-11-12,16.7467,16.8227,16.372,16.6593,74176500.0 +1008,2014-11-13,16.6767,17.05,16.6067,16.8,83121000.0 +1009,2014-11-14,16.7813,17.2567,16.4467,17.2233,80746500.0 +1010,2014-11-17,17.1833,17.2667,16.8013,16.93,106527000.0 +1011,2014-11-18,16.9573,17.3327,16.8667,17.1733,59107500.0 +1012,2014-11-19,17.1833,17.1973,16.3733,16.5687,102915000.0 +1013,2014-11-20,16.4367,16.7287,16.4,16.6327,46186500.0 +1014,2014-11-21,16.656,16.8667,16.12,16.1513,98868000.0 +1015,2014-11-24,16.3153,16.5567,16.0427,16.4253,62733000.0 +1016,2014-11-25,16.5053,16.648,16.4,16.566,41280000.0 +1017,2014-11-26,16.582,16.6,16.44,16.592,25401000.0 +1018,2014-11-28,16.486,16.6433,16.168,16.2733,26473500.0 +1019,2014-12-01,16.162,16.3647,15.2673,15.4993,111850500.0 +1020,2014-12-02,15.5733,15.8127,15.2,15.4653,77887500.0 +1021,2014-12-03,15.4933,15.512,15.0333,15.3327,68868000.0 +1022,2014-12-04,15.3327,15.5033,15.154,15.1913,50370000.0 +1023,2014-12-05,15.234,15.3653,14.7893,14.9667,79653000.0 +1024,2014-12-08,14.9193,14.9907,14.1333,14.3193,121050000.0 +1025,2014-12-09,14.1333,14.5153,13.618,14.4167,124179000.0 +1026,2014-12-10,14.4833,14.5233,13.8467,13.9407,96352500.0 +1027,2014-12-11,13.9833,14.362,13.8193,13.8667,86691000.0 +1028,2014-12-12,13.8387,14.112,13.602,13.86,93274500.0 +1029,2014-12-15,14.05,14.05,13.5113,13.5667,67555500.0 +1030,2014-12-16,13.6,13.6,13.0247,13.1667,109290000.0 +1031,2014-12-17,13.1873,13.7793,12.8333,13.77,95917500.0 +1032,2014-12-18,13.9627,14.5913,13.9627,14.5507,95482500.0 +1033,2014-12-19,14.7273,14.8113,14.3,14.6127,91818000.0 +1034,2014-12-22,14.6667,14.9373,14.5507,14.8367,63783000.0 +1035,2014-12-23,14.8653,14.9667,14.6347,14.7,58047000.0 +1036,2014-12-24,14.7313,14.8333,14.6167,14.8307,17316000.0 +1037,2014-12-26,14.8267,15.2333,14.7647,15.1893,43195500.0 +1038,2014-12-29,15.1433,15.194,14.9347,15.046,35398500.0 +1039,2014-12-30,14.9247,15.0667,14.76,14.838,38286000.0 +1040,2014-12-31,14.838,15.0453,14.8153,14.8267,30895500.0 +1041,2015-01-02,14.886,14.9333,14.2173,14.62,60666000.0 +1042,2015-01-05,14.57,14.57,13.8107,13.908,68766000.0 +1043,2015-01-06,13.9333,14.28,13.614,14.0933,81739500.0 +1044,2015-01-07,14.1867,14.3187,13.9853,14.0733,38506500.0 +1045,2015-01-08,14.1613,14.3213,14.0007,14.0633,43804500.0 +1046,2015-01-09,13.8607,14.0533,13.664,13.75,60375000.0 +1047,2015-01-12,13.7047,13.7047,13.2833,13.4873,77257500.0 +1048,2015-01-13,13.4267,13.8407,12.5333,12.7967,56380500.0 +1049,2015-01-14,12.8013,13.0133,12.2333,12.8533,149176500.0 +1050,2015-01-15,12.936,13.05,12.6367,12.74,68364000.0 +1051,2015-01-16,12.7047,12.966,12.3367,12.8953,46059000.0 +1052,2015-01-20,12.89,13.0193,12.4693,12.84,57217500.0 +1053,2015-01-21,12.652,13.2453,12.3333,13.104,54037500.0 +1054,2015-01-22,13.2387,13.5493,13.0133,13.5167,53611500.0 +1055,2015-01-23,13.4833,13.5667,13.222,13.4093,43978500.0 +1056,2015-01-26,13.3913,13.908,13.3667,13.782,41752500.0 +1057,2015-01-27,13.8,13.8687,13.48,13.7933,35581500.0 +1058,2015-01-28,13.8253,13.8633,13.228,13.3333,40210500.0 +1059,2015-01-29,13.2673,13.732,13.1,13.6907,42373500.0 +1060,2015-01-30,13.7333,13.8313,13.5333,13.5667,39295500.0 +1061,2015-02-02,13.574,14.13,13.5533,14.0007,54160500.0 +1062,2015-02-03,14.2,14.6913,14.0333,14.5733,62689500.0 +1063,2015-02-04,14.4907,14.7653,14.4533,14.5167,40846500.0 +1064,2015-02-05,14.5853,15.032,14.57,14.73,45030000.0 +1065,2015-02-06,14.6673,14.8933,14.4333,14.45,41568000.0 +1066,2015-02-09,14.4333,14.5533,14.1327,14.5007,45162000.0 +1067,2015-02-10,14.4747,14.7,14.268,14.32,70638000.0 +1068,2015-02-11,14.3267,14.5227,13.4,13.6333,122290500.0 +1069,2015-02-12,13.6327,13.6327,12.8747,13.5233,202587000.0 +1070,2015-02-13,13.6667,13.7327,13.394,13.5213,77947500.0 +1071,2015-02-17,13.7333,13.8087,13.4333,13.6567,48615000.0 +1072,2015-02-18,13.6627,13.7447,13.5067,13.6,66528000.0 +1073,2015-02-19,13.626,14.1627,13.5833,14.1067,65745000.0 +1074,2015-02-20,14.106,14.5067,13.98,14.4767,78301500.0 +1075,2015-02-23,14.4,14.5467,13.7553,13.7767,112644000.0 +1076,2015-02-24,13.792,13.8573,13.4467,13.5633,87600000.0 +1077,2015-02-25,13.5667,13.8093,13.5053,13.59,52257000.0 +1078,2015-02-26,13.6147,14.0727,13.4813,13.824,86088000.0 +1079,2015-02-27,13.8267,13.9033,13.52,13.5567,50161500.0 +1080,2015-03-02,13.5333,13.5733,13.0547,13.1533,101004000.0 +1081,2015-03-03,13.1867,13.35,13.0213,13.2933,57592500.0 +1082,2015-03-04,13.2447,13.5013,13.1473,13.45,57156000.0 +1083,2015-03-05,13.5353,13.746,13.3407,13.3573,65712000.0 +1084,2015-03-06,13.3347,13.4,12.81,12.978,87417000.0 +1085,2015-03-09,12.898,12.974,12.55,12.75,87274500.0 +1086,2015-03-10,12.6667,12.9,12.5067,12.688,69730500.0 +1087,2015-03-11,12.7,13.0787,12.6953,12.9007,64245000.0 +1088,2015-03-12,12.9167,12.9633,12.65,12.7573,53023500.0 +1089,2015-03-13,12.7573,12.7867,12.4733,12.58,67867500.0 +1090,2015-05-26,16.4667,16.8,16.4333,16.5,43978500.0 +1091,2015-05-27,16.5733,16.6593,16.37,16.5013,43153500.0 +1092,2015-05-28,16.4907,16.79,16.3367,16.7773,44253000.0 +1093,2015-05-29,16.7587,16.858,16.6287,16.7167,49329570.0 +1094,2015-06-01,16.7987,16.8,16.498,16.63,31530225.0 +1095,2015-06-02,16.616,16.6667,16.42,16.5467,26885745.0 +1096,2015-06-03,16.6,16.7147,16.4673,16.6033,22884615.0 +1097,2015-06-04,16.4807,16.62,16.3667,16.3667,30814980.0 +1098,2015-06-05,16.384,16.6467,16.3533,16.61,40628865.0 +1099,2015-06-08,16.6873,17.25,16.58,17.1233,65460270.0 +1100,2015-06-09,17.0333,17.1827,16.9427,16.9807,32805165.0 +1101,2015-06-10,17.0667,17.1033,16.5487,16.7133,43567065.0 +1102,2015-06-11,16.8333,16.9793,16.6953,16.7167,26028345.0 +1103,2015-06-12,16.7073,16.8973,16.6767,16.7307,18391890.0 +1104,2015-06-15,16.6947,16.752,16.4007,16.6973,27654165.0 +1105,2015-06-16,16.6287,16.896,16.606,16.882,24904965.0 +1106,2015-06-17,16.8833,17.624,16.8,17.4207,70233015.0 +1107,2015-06-18,17.3647,17.564,17.3333,17.46,35891805.0 +1108,2015-06-19,17.5147,17.5867,17.34,17.5,32618625.0 +1109,2015-06-22,17.7,17.7313,17.046,17.3233,60604575.0 +1110,2015-06-23,17.3713,17.8667,17.238,17.84,50767455.0 +1111,2015-06-24,17.8547,17.8547,17.5813,17.66,29859885.0 +1112,2015-06-25,17.732,18.094,17.68,17.9133,37257870.0 +1113,2015-06-26,17.9067,17.9673,17.7333,17.8173,46306020.0 +1114,2015-06-29,17.6,17.73,17.3267,17.4833,44892210.0 +1115,2015-06-30,17.482,18.0613,17.482,17.9167,40032600.0 +1116,2015-07-01,17.9667,18.2333,17.8567,17.9567,26522145.0 +1117,2015-07-02,17.956,18.8453,17.9067,18.6507,89596185.0 +1118,2015-07-06,18.5993,18.7913,18.42,18.6867,51407370.0 +1119,2015-07-07,18.4233,18.4933,17.3847,17.71,76788555.0 +1120,2015-07-08,17.5673,17.5993,16.954,17.0147,77151690.0 +1121,2015-07-09,17.24,17.532,17.1193,17.2667,42350805.0 +1122,2015-07-10,17.294,17.6467,17.188,17.2787,32995410.0 +1123,2015-07-13,17.4133,17.5227,17.07,17.46,37339440.0 +1124,2015-07-14,17.536,17.7867,17.3673,17.6833,23937300.0 +1125,2015-07-15,17.7853,17.9033,17.4067,17.5213,24810810.0 +1126,2015-07-16,17.6873,18.0587,17.544,17.9667,19932795.0 +1127,2015-07-17,18.0193,18.3693,17.8833,18.31,64817235.0 +1128,2015-07-20,18.4333,19.11,18.1693,18.8267,62984370.0 +1129,2015-07-21,18.8313,18.8313,17.608,17.6667,76316850.0 +1130,2015-07-22,17.6333,17.9627,17.3333,17.858,38555175.0 +1131,2015-07-23,18.0067,18.0067,17.6847,17.8533,28486500.0 +1132,2015-07-24,17.9267,18.0727,17.5947,17.7067,37048095.0 +1133,2015-07-27,17.682,17.682,16.7193,16.88,60568065.0 +1134,2015-07-28,17.0113,17.6933,16.7887,17.6933,48846450.0 +1135,2015-07-29,17.7187,17.8593,17.4667,17.5753,34009380.0 +1136,2015-07-30,17.6133,17.8293,17.474,17.7987,26370390.0 +1137,2015-07-31,17.8767,17.9573,17.674,17.6933,27594270.0 +1138,2015-08-03,17.7333,17.842,17.138,17.3433,32603745.0 +1139,2015-08-04,17.338,17.7813,17.2227,17.6833,28507875.0 +1140,2015-08-05,17.7933,18.4667,16.3333,17.0,68174265.0 +1141,2015-08-06,17.0133,17.0493,15.7413,16.3833,189249225.0 +1142,2015-08-07,16.3533,16.4087,15.8927,16.1673,67028235.0 +1143,2015-08-10,16.1333,16.198,15.7367,16.04,53537460.0 +1144,2015-08-11,15.9033,15.9533,15.6293,15.8247,52796445.0 +1145,2015-08-12,15.7073,15.9847,15.4913,15.9347,46502790.0 +1146,2015-08-13,16.0133,16.432,15.9267,16.208,58656540.0 +1147,2015-08-14,16.1967,16.6147,16.118,16.2567,53596260.0 +1148,2015-08-17,16.3333,17.2587,16.3333,17.02,88423530.0 +1149,2015-08-18,17.1,17.4,16.904,17.3733,53375535.0 +1150,2015-08-19,17.4673,17.4673,16.964,16.9867,46379340.0 +1151,2015-08-20,16.8687,16.9707,16.0007,16.034,62651175.0 +1152,2015-08-21,16.044,16.2533,15.314,15.3433,83421645.0 +1153,2015-08-24,14.5667,15.4267,13.0,14.6667,120938985.0 +1154,2015-08-25,15.2667,15.5333,14.5667,14.5667,53007090.0 +1155,2015-08-26,15.1493,15.3333,14.3673,15.02,63997230.0 +1156,2015-08-27,15.318,16.3167,15.2593,16.2173,98315805.0 +1157,2015-08-28,16.1307,16.7633,15.9333,16.592,71507475.0 +1158,2015-08-31,16.2647,16.9967,16.236,16.474,122503890.0 +1159,2015-09-01,16.3333,16.4,15.798,15.9733,71484615.0 +1160,2015-09-02,15.9453,17.0327,15.9453,16.9333,61671885.0 +1161,2015-09-03,16.9167,17.0033,16.2067,16.2333,53779770.0 +1162,2015-09-04,16.1453,16.2727,15.88,16.1287,47893560.0 +1163,2015-09-08,16.53,16.75,16.27,16.686,40088835.0 +1164,2015-09-09,16.6867,16.9627,16.5333,16.6053,43224345.0 +1165,2015-09-10,16.7107,16.8007,16.3553,16.5933,33505485.0 +1166,2015-09-11,16.4667,16.6927,16.3153,16.69,30261885.0 +1167,2015-09-14,16.7313,16.95,16.6033,16.876,37000215.0 +1168,2015-09-15,16.82,16.9733,16.6333,16.93,37735680.0 +1169,2015-09-16,16.9453,17.5253,16.8587,17.4993,53034555.0 +1170,2015-09-17,17.4547,17.7,17.3793,17.4607,44743740.0 +1171,2015-09-18,17.4533,17.588,17.16,17.3327,46208550.0 +1172,2015-09-21,17.3153,18.1047,17.0533,17.6667,78873465.0 +1173,2015-09-22,17.5853,17.5853,17.058,17.3973,47461185.0 +1174,2015-09-23,17.2933,17.5313,17.172,17.3973,33568950.0 +1175,2015-09-24,17.3867,17.5667,17.0807,17.5667,43135980.0 +1176,2015-09-25,17.6,17.8167,17.0767,17.13,49134375.0 +1177,2015-09-28,17.1893,17.3193,16.4407,16.6053,127229130.0 +1178,2015-09-29,16.7333,16.982,16.364,16.4467,47435895.0 +1179,2015-09-30,16.6247,16.926,16.156,16.5633,62164515.0 +1180,2015-10-01,16.6433,16.6433,15.8087,15.9667,56504925.0 +1181,2015-10-02,16.038,16.7333,15.5333,16.5667,54307740.0 +1182,2015-10-05,16.6673,16.7333,16.2753,16.354,48077100.0 +1183,2015-10-06,16.3327,16.3327,15.7053,15.95,65567505.0 +1184,2015-10-07,15.7947,15.8667,15.2747,15.46,89247075.0 +1185,2015-10-08,15.378,15.424,14.754,15.0,77791965.0 +1186,2015-10-09,14.7333,14.958,14.5333,14.6933,79845975.0 +1187,2015-10-12,14.8,14.9067,14.2793,14.3,49668135.0 +1188,2015-10-13,14.3067,14.8353,14.0753,14.6,67942260.0 +1189,2015-10-14,14.6173,14.7433,14.362,14.4933,39930165.0 +1190,2015-10-15,14.59,14.8627,14.2467,14.8627,36025155.0 +1191,2015-10-16,14.788,15.366,14.788,15.11,56215725.0 +1192,2015-10-19,15.2293,15.41,14.996,15.15,31590870.0 +1193,2015-10-20,15.1667,15.24,13.4667,14.1107,197281935.0 +1194,2015-10-21,14.2267,14.3207,13.92,14.0667,53924745.0 +1195,2015-10-22,14.134,14.3833,13.96,14.2,35633430.0 +1196,2015-10-23,14.4527,14.5333,13.846,14.0,54594090.0 +1197,2015-10-26,14.0327,14.4667,13.9267,14.38,42132645.0 +1198,2015-10-27,14.372,14.4733,13.834,14.0233,45352560.0 +1199,2015-10-28,14.0473,14.23,13.8867,14.1867,34321920.0 +1200,2015-10-29,14.1333,14.25,13.94,14.0007,23203560.0 +1201,2015-10-30,14.0933,14.1087,13.5927,13.7927,55364160.0 +1202,2015-11-02,13.7933,14.3867,13.7933,14.2633,49048695.0 +1203,2015-11-03,14.26,15.5967,13.5,15.1713,81725865.0 +1204,2015-11-04,14.998,15.516,14.8,15.4233,164936790.0 +1205,2015-11-05,15.442,15.6393,15.2793,15.46,57396345.0 +1206,2015-11-06,15.4333,15.5573,15.3,15.5,62338770.0 +1207,2015-11-09,15.4507,15.5327,14.954,14.9993,49130655.0 +1208,2015-11-10,14.99,15.0,14.4053,14.44,58650945.0 +1209,2015-11-11,14.5527,14.632,14.242,14.6267,42948015.0 +1210,2015-11-12,14.5953,14.6,14.16,14.1667,37479450.0 +1211,2015-11-13,14.16,14.22,13.6947,13.702,42982740.0 +1212,2015-11-16,13.7667,14.332,13.7,14.28,37396095.0 +1213,2015-11-17,14.3447,14.4,14.0933,14.2667,27685005.0 +1214,2015-11-18,14.3267,14.7587,14.168,14.68,36768795.0 +1215,2015-11-19,14.864,15.0793,14.6867,14.74,30967155.0 +1216,2015-11-20,14.7867,15.0,14.2387,14.664,57603405.0 +1217,2015-11-23,14.6673,14.6673,14.3113,14.4933,31581555.0 +1218,2015-11-24,14.4,14.7333,14.3333,14.4733,31788765.0 +1219,2015-11-25,14.5667,15.3887,14.5667,15.3533,51472185.0 +1220,2015-11-27,15.3913,15.4833,15.134,15.3353,24905370.0 +1221,2015-11-30,15.4367,15.6187,15.272,15.3667,33631095.0 +1222,2015-12-01,15.404,15.8667,15.32,15.82,47844060.0 +1223,2015-12-02,15.81,15.9067,15.4153,15.532,37548885.0 +1224,2015-12-03,15.56,15.83,15.3333,15.5667,37645980.0 +1225,2015-12-04,15.6,15.63,15.1773,15.3933,32882220.0 +1226,2015-12-07,15.3587,15.7087,15.0767,15.3933,40632900.0 +1227,2015-12-08,15.2667,15.2667,14.9467,15.18,34195545.0 +1228,2015-12-09,15.0667,15.1667,14.7147,14.9873,39684090.0 +1229,2015-12-10,14.9993,15.2327,14.9093,15.1653,26159520.0 +1230,2015-12-11,15.0053,15.05,14.36,14.432,42714765.0 +1231,2015-12-14,14.6587,14.728,14.3247,14.572,35973795.0 +1232,2015-12-15,14.7333,14.8287,14.5333,14.7267,28405860.0 +1233,2015-12-16,14.8333,15.6587,14.7153,15.5833,64146990.0 +1234,2015-12-17,15.69,15.8507,15.3207,15.4733,40449015.0 +1235,2015-12-18,15.4,15.7267,15.286,15.3833,38668740.0 +1236,2015-12-21,15.4667,15.722,15.4,15.5333,24367620.0 +1237,2015-12-22,15.5333,15.77,15.3087,15.3467,25559175.0 +1238,2015-12-23,15.4667,15.5633,15.2087,15.3133,18879060.0 +1239,2015-12-24,15.3133,15.4587,15.2187,15.3713,8807865.0 +1240,2015-12-28,15.3573,15.4653,15.036,15.2667,22891215.0 +1241,2015-12-29,15.3167,15.86,15.3027,15.86,31348185.0 +1242,2015-12-30,15.7387,16.2427,15.7113,15.9133,47373570.0 +1243,2015-12-31,16.0,16.23,15.8913,16.0,35687385.0 +1244,2016-01-04,15.5733,15.9667,14.6,14.9727,84687525.0 +1245,2016-01-05,14.934,15.126,14.6667,14.85,39873360.0 +1246,2016-01-06,14.6047,14.7167,14.3987,14.7167,45644085.0 +1247,2016-01-07,14.5333,14.5627,14.144,14.334,44442075.0 +1248,2016-01-08,14.4133,14.696,14.03,14.0753,42351450.0 +1249,2016-01-11,14.0633,14.2967,13.5333,13.8287,51419670.0 +1250,2016-01-12,13.9893,14.2493,13.6873,14.066,37346910.0 +1251,2016-01-13,14.17,14.1767,13.3333,13.4,45447780.0 +1252,2016-01-14,13.3667,14.0,12.892,13.8033,78481125.0 +1253,2016-01-15,13.4667,13.6793,13.1333,13.65,65273250.0 +1254,2016-01-19,13.992,14.0313,13.3853,13.6647,49873515.0 +1255,2016-01-20,13.5,13.5,12.75,13.346,71760615.0 +1256,2016-01-21,13.2,13.5487,13.0013,13.2733,39395805.0 +1257,2016-01-22,13.56,13.7667,13.2687,13.5033,36423510.0 +1258,2016-01-25,13.5033,13.5713,13.034,13.0667,32746890.0 +1259,2016-01-26,13.0767,13.2187,12.592,12.79,61887765.0 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+1277,2016-02-22,11.3,11.9273,11.3,11.7967,66003810.0 +1278,2016-02-23,11.648,12.1153,11.5787,11.7667,69213390.0 +1279,2016-02-24,11.6733,12.0,11.1893,11.9993,69879090.0 +1280,2016-02-25,11.8887,12.568,11.68,12.4907,67942905.0 +1281,2016-02-26,12.6067,12.8,12.3333,12.6507,78149805.0 +1282,2016-02-29,12.6,13.09,12.6,12.7533,115657890.0 +1283,2016-03-01,12.9527,13.0633,12.18,12.3167,87616590.0 +1284,2016-03-02,12.3953,12.568,12.1,12.458,62262495.0 +1285,2016-03-03,12.556,13.1613,12.2813,13.0267,63760695.0 +1286,2016-03-04,13.04,13.602,13.04,13.3833,86046540.0 +1287,2016-03-07,13.3333,13.98,13.16,13.7,67046235.0 +1288,2016-03-08,13.6667,13.8333,13.48,13.5233,53949945.0 +1289,2016-03-09,13.5667,13.9587,13.5193,13.93,41877810.0 +1290,2016-03-10,13.93,14.2333,13.378,13.6787,67059180.0 +1291,2016-03-11,13.918,13.9613,13.6887,13.8347,42624135.0 +1292,2016-03-14,13.88,14.448,13.88,14.3667,50652270.0 +1293,2016-03-15,14.2667,14.598,14.1,14.5333,80336310.0 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+1311,2016-04-11,16.7847,17.266,16.3533,16.62,119938500.0 +1312,2016-04-12,16.6333,16.8,16.242,16.49,73495020.0 +1313,2016-04-13,16.5667,17.0333,16.4887,16.9913,63754965.0 +1314,2016-04-14,16.8747,17.1227,16.7367,16.788,53539065.0 +1315,2016-04-15,16.8007,17.004,16.608,16.9267,47150220.0 +1316,2016-04-18,16.9,17.2207,16.7773,16.848,56465895.0 +1317,2016-04-19,17.0267,17.0393,16.0833,16.3333,80956815.0 +1318,2016-04-20,16.5193,16.9107,16.1,16.66,67998930.0 +1319,2016-04-21,16.6553,16.7313,16.4,16.4887,36160305.0 +1320,2016-04-22,16.5133,16.9333,16.3807,16.9233,50184240.0 +1321,2016-04-25,17.02,17.1587,16.7173,16.7667,46018590.0 +1322,2016-04-26,16.8007,17.0487,16.626,16.772,41643750.0 +1323,2016-04-27,16.83,17.0,16.6267,16.7853,41368650.0 +1324,2016-04-28,16.696,16.8953,16.496,16.5433,31875060.0 +1325,2016-04-29,16.5167,16.666,15.854,15.9533,67850040.0 +1326,2016-05-02,16.1167,16.2127,15.6547,16.12,48718935.0 +1327,2016-05-03,15.9907,16.12,15.4207,15.4387,54099555.0 +1328,2016-05-04,15.3467,16.1753,14.6933,15.2333,101952825.0 +1329,2016-05-05,15.3647,15.6,13.986,14.0347,140309865.0 +1330,2016-05-06,14.0667,14.4247,13.874,14.3267,74756025.0 +1331,2016-05-09,14.4333,14.534,13.7867,13.8167,62450460.0 +1332,2016-05-10,14.026,14.0413,13.6667,13.88,51794940.0 +1333,2016-05-11,13.874,14.3653,13.7367,13.894,61181340.0 +1334,2016-05-12,13.9933,14.1533,13.5767,13.7767,46360335.0 +1335,2016-05-13,13.7793,14.08,13.7473,13.82,35990505.0 +1336,2016-05-16,13.9327,14.21,13.8587,13.888,37083990.0 +1337,2016-05-17,13.9327,13.988,13.6013,13.6867,34568325.0 +1338,2016-05-18,13.902,14.354,13.2007,14.0333,69813285.0 +1339,2016-05-19,14.0467,14.7333,13.82,14.574,86109435.0 +1340,2016-05-20,14.7313,14.7313,14.194,14.6547,113611050.0 +1341,2016-05-23,14.726,14.84,14.38,14.38,66618810.0 +1342,2016-05-24,14.4993,14.5827,14.3453,14.53,37793115.0 +1343,2016-05-25,14.6327,14.7573,14.41,14.5933,37445070.0 +1344,2016-05-26,14.666,15.0327,14.6033,15.0327,53304360.0 +1345,2016-05-27,15.0667,15.0667,14.7167,14.8433,47011290.0 +1346,2016-05-31,14.926,14.9833,14.7667,14.8733,31549200.0 +1347,2016-06-01,14.8267,14.8267,14.4593,14.6,38188845.0 +1348,2016-06-02,14.632,14.7327,14.474,14.702,24582015.0 +1349,2016-06-03,14.7,14.796,14.534,14.5673,28329450.0 +1350,2016-06-06,14.6047,14.7267,14.3633,14.7053,28419060.0 +1351,2016-06-07,14.748,15.6293,14.7327,15.5127,80287470.0 +1352,2016-06-08,15.5333,16.0567,15.4567,15.7233,76060455.0 +1353,2016-06-09,15.6467,15.6887,15.07,15.09,58262070.0 +1354,2016-06-10,14.8733,15.2667,14.4787,14.674,78597060.0 +1355,2016-06-13,14.5533,15.0513,14.4653,14.5133,53577120.0 +1356,2016-06-14,14.582,14.8133,14.1687,14.28,44983245.0 +1357,2016-06-15,14.4333,14.7933,14.342,14.532,36963330.0 +1358,2016-06-16,14.51,14.658,14.2333,14.5333,31423200.0 +1359,2016-06-17,14.5353,14.666,14.3,14.33,38441865.0 +1360,2016-06-20,14.5,14.9167,14.5,14.696,44990895.0 +1361,2016-06-21,14.7667,14.838,12.608,12.8533,41360595.0 +1362,2016-06-22,14.0,14.0,12.8807,13.1867,288062460.0 +1363,2016-06-23,13.196,13.196,12.8087,13.0,122422515.0 +1364,2016-06-24,12.96,13.008,12.476,12.7333,83003595.0 +1365,2016-06-27,12.9067,13.254,12.5247,13.22,90248895.0 +1366,2016-06-28,13.27,13.6033,13.2633,13.4527,69636630.0 +1367,2016-06-29,13.5467,14.1187,13.5333,14.0167,70308465.0 +1368,2016-06-30,14.0827,14.2373,13.668,13.7333,56418435.0 +1369,2016-07-01,13.6393,14.5493,13.5967,14.4133,63605955.0 +1370,2016-07-05,14.0367,14.3033,13.7,14.0933,64103865.0 +1371,2016-07-06,13.9587,14.3487,13.9327,14.2433,56001630.0 +1372,2016-07-07,14.2867,14.5413,14.1667,14.4,41651820.0 +1373,2016-07-08,14.3667,14.654,14.3,14.4,45595800.0 +1374,2016-07-11,14.5633,15.1187,14.5633,14.82,66368370.0 +1375,2016-07-12,14.792,15.1667,14.7667,14.9667,56701455.0 +1376,2016-07-13,15.0,15.0667,14.686,14.8667,44640195.0 +1377,2016-07-14,14.9,15.0667,14.7367,14.7687,32683545.0 +1378,2016-07-15,14.8333,14.85,14.6067,14.6067,28054815.0 +1379,2016-07-18,14.6667,15.1393,14.5533,15.0433,43574475.0 +1380,2016-07-19,15.034,15.2733,14.9833,15.08,36414315.0 +1381,2016-07-20,15.1347,15.32,15.0,15.28,31636800.0 +1382,2016-07-21,15.342,15.3667,14.6067,14.6667,55197015.0 +1383,2016-07-22,14.714,14.9667,14.592,14.7933,32939685.0 +1384,2016-07-25,14.8333,15.426,14.758,15.3333,57810465.0 +1385,2016-07-26,15.4,15.4,15.02,15.2833,39602580.0 +1386,2016-07-27,15.31,15.5573,15.128,15.22,35585460.0 +1387,2016-07-28,15.2607,15.3853,15.1067,15.3853,29429970.0 +1388,2016-07-29,15.3507,15.6853,15.3333,15.6147,38264985.0 +1389,2016-08-01,15.6907,15.7753,15.276,15.4113,51807975.0 +1390,2016-08-02,15.3453,15.3453,14.76,15.1333,48089565.0 +1391,2016-08-03,15.1167,15.5333,14.4333,14.94,49846905.0 +1392,2016-08-04,15.2,15.3907,14.8033,15.3367,52533225.0 +1393,2016-08-05,15.3187,15.4667,15.15,15.1653,38675430.0 +1394,2016-08-08,15.1653,15.3067,15.0667,15.1,27615555.0 +1395,2016-08-09,15.02,15.436,15.0,15.2333,26310885.0 +1396,2016-08-10,15.2953,15.3247,14.9747,15.0667,28483890.0 +1397,2016-08-11,15.0727,15.1713,14.894,15.0,24076710.0 +1398,2016-08-12,14.9993,15.11,14.936,15.0393,20300850.0 +1399,2016-08-15,15.0667,15.3,14.9867,15.0007,25273980.0 +1400,2016-08-16,14.9813,15.146,14.8887,14.9067,26379855.0 +1401,2016-08-17,14.7053,14.9887,14.7053,14.892,21790455.0 +1402,2016-08-18,14.8827,15.044,14.8193,14.8667,20870070.0 +1403,2016-08-19,14.8667,15.0133,14.8353,15.0,19653315.0 +1404,2016-08-22,15.0067,15.0527,14.8453,14.87,26019900.0 +1405,2016-08-23,14.9067,15.2327,14.8533,15.1087,63281610.0 +1406,2016-08-24,15.1067,15.1433,14.8147,14.8147,30888090.0 +1407,2016-08-25,14.802,14.9327,14.7167,14.7327,21926385.0 +1408,2016-08-26,14.7567,14.8633,14.588,14.634,28345545.0 +1409,2016-08-29,14.6,14.6933,14.3333,14.3413,41806380.0 +1410,2016-08-30,14.3667,14.4073,14.0347,14.064,39825960.0 +1411,2016-08-31,14.066,14.1733,13.91,14.1,40418205.0 +1412,2016-09-01,14.1647,14.206,13.35,13.4167,102308160.0 +1413,2016-09-02,13.5233,13.5467,13.08,13.22,74876685.0 +1414,2016-09-06,13.3333,13.5667,13.2513,13.5493,54042450.0 +1415,2016-09-07,13.5627,13.7667,13.3807,13.4633,44694975.0 +1416,2016-09-08,13.4953,13.4993,13.0907,13.1767,41787750.0 +1417,2016-09-09,13.144,13.3487,12.9133,12.95,48325905.0 +1418,2016-09-12,12.8667,13.4247,12.812,13.2567,45839700.0 +1419,2016-09-13,13.2113,13.25,12.8967,12.9807,44783100.0 +1420,2016-09-14,13.0233,13.1953,12.99,13.0667,28667115.0 +1421,2016-09-15,13.1247,13.5013,13.0333,13.3507,36054000.0 +1422,2016-09-16,13.354,13.7167,13.258,13.694,38842110.0 +1423,2016-09-19,13.7007,13.962,13.6667,13.766,28640355.0 +1424,2016-09-20,13.756,13.85,13.594,13.6233,24932340.0 +1425,2016-09-21,13.6667,13.8,13.4373,13.712,31800480.0 +1426,2016-09-22,13.7093,13.8187,13.5333,13.6733,29451975.0 +1427,2016-09-23,13.716,14.012,13.6667,13.8667,33538245.0 +1428,2016-09-26,13.7833,14.0667,13.7047,13.93,28243755.0 +1429,2016-09-27,13.9533,14.0133,13.64,13.7253,39862860.0 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+1583,2017-05-09,20.55,21.466,20.55,21.3467,124801560.0 +1584,2017-05-10,21.6,21.7067,21.208,21.6807,72771405.0 +1585,2017-05-11,21.7533,21.7533,21.23,21.5327,60381360.0 +1586,2017-05-12,21.54,21.8,21.4353,21.6653,52982295.0 +1587,2017-05-15,21.2587,21.3467,20.8353,21.06,98139675.0 +1588,2017-05-16,21.1133,21.3373,21.0027,21.0333,53030295.0 +1589,2017-05-17,21.0267,21.0267,20.352,20.4133,84943980.0 +1590,2017-05-18,20.396,20.9293,20.1667,20.8233,73016490.0 +1591,2017-05-19,20.8733,21.1167,20.6587,20.6913,59414115.0 +1592,2017-05-22,20.71,20.958,20.4533,20.6473,53613555.0 +1593,2017-05-23,20.732,20.732,20.232,20.262,53430645.0 +1594,2017-08-02,21.4,23.736,20.748,23.334,158508465.0 +1595,2017-08-03,23.114,23.34,22.8667,23.18,169206135.0 +1596,2017-08-04,23.1873,23.84,22.8867,23.8187,118611315.0 +1597,2017-08-07,24.0,24.0,23.5167,23.6667,76922280.0 +1598,2017-08-08,23.6333,24.572,23.6207,24.2547,92226420.0 +1599,2017-08-09,24.208,24.6667,23.8747,24.2773,86519625.0 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+1736,2018-02-26,23.62,23.9333,23.49,23.8667,52423515.0 +1737,2018-02-27,23.7893,23.9993,23.334,23.4067,55899915.0 +1738,2018-02-28,23.4,23.6827,22.8147,22.9467,74032890.0 +1739,2018-03-01,22.8867,23.2447,22.0047,22.1,82409115.0 +1740,2018-03-02,22.1333,22.348,21.5313,22.34,59703135.0 +1741,2018-03-05,22.2813,22.5167,21.9527,22.2633,44503275.0 +1742,2018-03-06,22.28,22.4247,21.5333,21.5333,51460950.0 +1743,2018-03-07,21.6133,22.1667,21.4493,22.0967,59825250.0 +1744,2018-03-08,22.1333,22.3,21.5267,21.7067,41452350.0 +1745,2018-03-09,21.7673,21.8993,21.4913,21.8053,63614580.0 +1746,2018-03-12,21.92,23.1473,21.7667,22.9967,100808145.0 +1747,2018-03-13,22.886,23.0987,22.4173,22.6833,71138010.0 +1748,2018-03-14,22.758,22.7813,21.5953,21.8333,94350375.0 +1749,2018-03-15,21.8333,22.19,21.4067,21.6653,76010130.0 +1750,2018-03-16,21.6973,21.8267,21.2713,21.4367,74099280.0 +1751,2018-03-19,21.3533,21.3833,20.6447,20.9107,89344530.0 +1752,2018-03-20,20.9733,21.0833,20.584,20.734,53260785.0 +1753,2018-03-21,20.73,21.496,20.6127,21.1333,71613060.0 +1754,2018-03-22,21.05,21.2547,20.5333,20.5333,52637865.0 +1755,2018-03-23,20.5393,20.8667,20.03,20.15,75360090.0 +1756,2018-03-26,20.268,20.6,19.424,20.3267,97042815.0 +1757,2018-03-27,20.3333,20.5,18.074,18.3,158944560.0 +1758,2018-03-28,18.264,18.5933,16.8067,16.9667,243796575.0 +1759,2018-03-29,17.0807,18.064,16.5473,17.3,177807180.0 +1760,2018-04-02,17.0,17.742,16.306,16.8067,195963285.0 +1761,2018-04-03,17.0133,18.2233,16.9067,17.88,230425485.0 +1762,2018-04-04,17.7733,19.2247,16.8,19.2133,246546495.0 +1763,2018-04-05,19.26,20.4173,19.1333,19.8667,226914720.0 +1764,2018-04-06,19.8667,20.6187,19.7,19.88,164396325.0 +1765,2018-04-09,19.9927,20.6333,19.2267,19.4267,124936080.0 +1766,2018-04-10,19.8933,20.4733,19.5787,20.22,133247355.0 +1767,2018-04-11,20.1833,20.5987,19.9333,20.1133,84874725.0 +1768,2018-04-12,19.9853,20.3333,19.5787,19.6667,86663775.0 +1769,2018-04-13,19.68,20.2653,19.68,19.98,87163425.0 +1770,2018-04-16,20.0,20.1,19.2547,19.3667,76768875.0 +1771,2018-04-17,19.2467,19.6933,18.834,19.584,84747060.0 +1772,2018-04-18,19.574,20.016,19.2107,19.6413,79921260.0 +1773,2018-04-19,19.5767,20.0673,19.2367,19.93,71637165.0 +1774,2018-04-20,19.8667,19.9987,19.3073,19.3167,67236780.0 +1775,2018-04-23,19.38,19.5533,18.822,18.9333,57966930.0 +1776,2018-04-24,19.1,19.1927,18.564,18.8667,63192825.0 +1777,2018-04-25,18.9,19.0107,18.4833,18.8527,45042330.0 +1778,2018-04-26,18.8253,19.1333,18.4333,19.0853,50144700.0 +1779,2018-04-27,19.0333,19.6313,18.7867,19.5,49810530.0 +1780,2018-04-30,19.5513,19.9153,19.454,19.5893,47944485.0 +1781,2018-05-01,19.5967,20.0767,19.548,20.0667,46620600.0 +1782,2018-05-02,20.0267,20.7733,18.8147,19.164,100044315.0 +1783,2018-05-03,19.2667,19.3667,18.3487,18.8667,200230050.0 +1784,2018-05-04,18.9333,19.7907,18.6347,19.55,97219695.0 +1785,2018-05-07,19.6107,20.3973,19.55,20.2653,100077990.0 +1786,2018-05-08,20.2033,20.5167,19.9333,20.12,69679140.0 +1787,2018-05-09,20.1333,20.4673,19.9533,20.3987,65864130.0 +1788,2018-05-10,20.4567,20.866,20.2367,20.2367,65703270.0 +1789,2018-05-11,20.3213,20.592,19.9387,20.04,52073175.0 +1790,2018-05-14,20.3333,20.4667,19.4,19.4,83199000.0 +1791,2018-05-15,19.3333,19.3333,18.7,18.8667,109926450.0 +1792,2018-05-16,18.9153,19.254,18.7707,19.0933,65149395.0 +1793,2018-05-17,19.0527,19.2793,18.92,19.0367,50506260.0 +1794,2018-05-18,19.0073,19.0633,18.2667,18.4533,82659480.0 +1795,2018-05-21,18.7,19.4327,18.6467,18.9333,110223840.0 +1796,2018-05-22,19.0267,19.2333,18.228,18.342,104515395.0 +1797,2018-05-23,18.3333,18.6607,18.1653,18.56,68248245.0 +1798,2018-05-24,18.6047,18.7407,18.326,18.5653,48098295.0 +1799,2018-05-25,18.5667,18.6427,18.374,18.6,43134090.0 +1800,2018-05-29,18.6,19.1,18.41,18.8333,68391420.0 +1801,2018-05-30,18.8667,19.6673,18.7407,19.4133,86829480.0 +1802,2018-05-31,19.4007,19.4267,18.862,18.9667,65445975.0 +1803,2018-06-01,18.9873,19.4667,18.922,19.4667,60092265.0 +1804,2018-06-04,19.47,19.9333,19.466,19.7167,56356245.0 +1805,2018-06-05,19.7,19.8667,19.116,19.6,67469700.0 +1806,2018-06-06,19.6067,21.478,19.574,21.2667,223350765.0 +1807,2018-06-07,21.22,22.0,20.9053,21.12,173810055.0 +1808,2018-06-08,21.0407,21.632,20.9,21.1773,97360800.0 +1809,2018-06-11,21.1773,22.3107,21.1773,22.2153,159962145.0 +1810,2018-06-12,22.238,23.6647,22.238,22.8413,268792350.0 +1811,2018-06-13,23.0,23.3387,22.6,23.1987,115255125.0 +1812,2018-06-14,23.06,23.9167,22.9993,23.8,133885455.0 +1813,2018-06-15,23.7167,24.3113,23.4167,23.9,128061330.0 +1814,2018-06-18,23.7087,24.9153,23.4,24.494,145368480.0 +1815,2018-06-19,24.3333,24.6667,23.0833,23.414,155148825.0 +1816,2018-06-20,23.6,24.292,23.4667,24.1833,99665430.0 +1817,2018-06-21,24.1733,24.4147,23.0673,23.0673,94828470.0 +1818,2018-06-22,23.0667,23.6807,22.1333,22.2167,120476655.0 +1819,2018-06-25,22.17,22.5647,21.8333,22.2287,80040690.0 +1820,2018-06-26,22.15,22.9033,21.7193,22.82,90073035.0 +1821,2018-06-27,22.6667,23.386,22.4507,23.026,101165250.0 +1822,2018-06-28,23.16,23.8013,22.932,23.35,100403235.0 +1823,2018-06-29,23.4467,23.728,22.8207,22.9333,79185540.0 +1824,2018-07-02,23.8067,24.4467,21.99,22.456,233595795.0 +1825,2018-07-03,22.4567,22.4667,20.62,20.654,149002155.0 +1826,2018-07-05,20.7333,21.0,19.748,20.5007,213613665.0 +1827,2018-07-06,20.6,20.8047,20.1333,20.6,110289180.0 +1828,2018-07-09,20.7933,21.2347,20.5333,21.2193,89890020.0 +1829,2018-07-10,21.2667,21.9653,21.0707,21.1267,113676510.0 +1830,2018-07-11,21.1733,21.4627,20.9427,21.2333,58766760.0 +1831,2018-07-12,21.3667,21.562,20.8513,21.076,67817835.0 +1832,2018-07-13,21.1733,21.306,20.6167,21.2267,73379730.0 +1833,2018-07-16,21.124,21.1433,20.4167,20.48,96201240.0 +1834,2018-07-17,20.5733,21.6493,20.4667,21.49,84189390.0 +1835,2018-07-18,21.5067,21.7267,21.0833,21.612,69456900.0 +1836,2018-07-19,21.4667,21.5693,20.934,21.3667,72958365.0 +1837,2018-07-20,21.408,21.5493,20.78,20.904,62980500.0 +1838,2018-07-23,20.666,20.666,19.524,20.2667,129825210.0 +1839,2018-07-24,20.266,20.5147,19.5027,19.7987,115360290.0 +1840,2018-07-25,19.8287,20.6413,19.5333,20.1333,86301735.0 +1841,2018-07-26,20.214,20.7133,20.214,20.5,56522880.0 +1842,2018-07-27,20.5667,20.5667,19.6893,19.7993,52540545.0 +1843,2018-07-30,19.6667,19.8013,19.0753,19.3333,79959210.0 +1844,2018-07-31,19.27,19.9907,19.27,19.854,60069180.0 +1845,2018-08-01,19.9567,22.3833,19.3333,21.9327,117020970.0 +1846,2018-08-02,21.77,23.3333,21.544,23.3213,279512445.0 +1847,2018-08-03,23.0667,23.6667,22.8353,23.1367,159452790.0 +1848,2018-08-06,23.0567,23.6653,22.6013,22.6667,102678015.0 +1849,2018-08-07,22.7373,25.8307,22.61,25.1333,381052725.0 +1850,2018-08-08,25.266,25.5093,24.4347,24.6333,280429020.0 +1851,2018-08-09,24.5067,24.5867,23.0487,23.874,199309800.0 +1852,2018-08-10,23.7333,24.1933,23.0667,23.48,137798880.0 +1853,2018-08-13,23.54,24.5327,23.268,23.6393,121692615.0 +1854,2018-08-14,23.8253,23.9467,23.1133,23.1333,82835430.0 +1855,2018-08-15,23.246,23.3227,22.1427,22.3733,105751815.0 +1856,2018-08-16,22.5533,22.9567,22.2547,22.34,66955965.0 +1857,2018-08-17,22.2067,22.2667,20.2033,20.2033,224153370.0 +1858,2018-08-20,20.2333,20.5993,18.8193,20.4933,202795425.0 +1859,2018-08-21,20.56,21.6527,20.534,21.2,156089955.0 +1860,2018-08-22,21.372,21.592,20.978,21.4867,73769700.0 +1861,2018-08-23,21.4867,21.8213,21.2067,21.3587,63324510.0 +1862,2018-08-24,21.3593,21.59,21.2933,21.4793,42289110.0 +1863,2018-08-27,20.6667,21.496,20.2347,21.2273,164076645.0 +1864,2018-08-28,21.3067,21.3067,20.746,20.8333,94857345.0 +1865,2018-08-29,20.776,20.8233,20.2333,20.2413,90330150.0 +1866,2018-08-30,20.2333,20.38,19.848,20.1533,87190275.0 +1867,2018-08-31,20.1667,20.354,19.9067,20.09,64315245.0 +1868,2018-09-04,20.0,20.0,19.1507,19.1507,100324125.0 +1869,2018-09-05,19.2,19.2213,18.4787,18.8167,87707505.0 +1870,2018-09-06,18.83,19.4113,18.592,18.7667,88452450.0 +1871,2018-09-07,18.7333,18.7333,16.8167,17.6353,264414765.0 +1872,2018-09-10,17.8667,19.1333,17.866,18.9793,176956905.0 +1873,2018-09-11,19.0,19.0327,18.2367,18.62,110538330.0 +1874,2018-09-12,18.7333,19.5,18.576,19.35,118337070.0 +1875,2018-09-13,19.3567,19.6667,19.012,19.3167,73748235.0 +1876,2018-09-14,19.4233,19.822,19.1013,19.6587,79030395.0 +1877,2018-09-17,19.6467,20.058,19.0813,19.5267,81452700.0 +1878,2018-09-18,19.8527,20.176,18.3667,18.8067,201292170.0 +1879,2018-09-19,18.954,20.0,18.56,19.8833,96540390.0 +1880,2018-09-20,19.9647,20.3987,19.5553,19.9187,87191865.0 +1881,2018-09-21,19.8653,20.0387,19.6913,19.828,55254180.0 +1882,2018-09-24,19.6667,20.2,19.572,19.912,56511855.0 +1883,2018-09-25,19.9333,20.3067,19.7667,20.0,52293330.0 +1884,2018-09-26,20.1333,20.926,20.0667,20.7,91873710.0 +1885,2018-09-27,20.6333,21.0,17.6667,18.06,95037525.0 +1886,2018-09-28,18.2007,18.5333,17.37,17.7333,403081170.0 +1887,2018-10-01,19.726,21.03,19.4333,20.3333,260729640.0 +1888,2018-10-02,20.5847,21.166,19.9433,20.2733,139184115.0 +1889,2018-10-03,20.3333,20.4333,19.438,19.654,96930465.0 +1890,2018-10-04,19.68,19.68,18.1333,18.35,114758670.0 +1891,2018-10-05,18.2673,18.35,17.3333,17.53,208825890.0 +1892,2018-10-08,17.5333,17.8507,16.6,17.03,153828015.0 +1893,2018-10-09,17.0,17.7847,16.8347,17.6507,141231210.0 +1894,2018-10-10,17.6507,17.766,16.518,16.8133,148776810.0 +1895,2018-10-11,17.0,17.4833,16.602,17.0,94547865.0 +1896,2018-10-12,17.0667,17.466,16.8007,17.2333,83192580.0 +1897,2018-10-15,17.148,17.552,16.9687,17.3,74660160.0 +1898,2018-10-16,17.3333,18.6,17.2747,18.6,107659140.0 +1899,2018-10-17,18.5833,18.8667,17.72,17.9347,101049495.0 +1900,2018-10-18,18.0,18.0667,17.5333,17.7213,62268090.0 +1901,2018-10-19,17.8333,17.99,16.9,17.304,110253090.0 +1902,2018-10-22,17.3993,17.5133,16.8393,17.3533,61455330.0 +1903,2018-10-23,17.2667,19.9,17.108,19.8467,224905620.0 +1904,2018-10-24,19.8,22.1333,19.0,21.12,235572405.0 +1905,2018-10-25,21.1333,21.666,20.0673,20.748,246957480.0 +1906,2018-10-26,20.4867,22.66,20.1247,21.7993,331244850.0 +1907,2018-10-29,21.6667,23.144,21.596,22.1013,177468000.0 +1908,2018-10-30,22.1013,22.5267,21.484,22.0333,111830760.0 +1909,2018-10-31,22.12,22.8,21.94,22.486,88997550.0 +1910,2018-11-01,22.6433,23.1893,22.3147,22.8,98076885.0 +1911,2018-11-02,23.1333,23.28,22.7273,23.034,96029265.0 +1912,2018-11-05,23.0,23.0,22.0093,22.7793,93116505.0 +1913,2018-11-06,22.6733,23.2533,22.406,22.8753,83178450.0 +1914,2018-11-07,22.9333,23.412,22.72,23.2053,82208655.0 +1915,2018-11-08,23.2667,23.8387,23.134,23.426,83512380.0 +1916,2018-11-09,23.2453,23.6,23.0153,23.3667,62071020.0 +1917,2018-11-12,23.3333,23.372,21.9,21.9,85421925.0 +1918,2018-11-13,22.1667,22.98,22.1467,22.7167,61718760.0 +1919,2018-11-14,22.52,23.1407,22.4733,22.8947,61075260.0 +1920,2018-11-15,23.0,23.2387,22.6027,23.1333,55608810.0 +1921,2018-11-16,23.0767,23.7133,22.9333,23.6267,83323110.0 +1922,2018-11-19,23.6833,24.45,23.4867,23.5933,117911925.0 +1923,2018-11-20,23.5,23.5,22.2367,23.1653,96513690.0 +1924,2018-11-21,23.3333,23.6,22.4767,22.56,55336395.0 +1925,2018-11-23,22.3333,22.5,21.6,21.6,50440110.0 +1926,2018-11-26,21.7333,23.0813,21.6533,22.8867,98172615.0 +1927,2018-11-27,22.8333,23.1307,22.3667,23.03,76446435.0 +1928,2018-11-28,23.0,23.2187,22.814,23.1327,50226975.0 +1929,2018-11-29,23.0333,23.1667,22.6367,22.7333,36297450.0 +1930,2018-11-30,22.6667,23.44,22.5507,23.38,67724880.0 +1931,2018-12-03,23.8,24.4,23.4667,23.8133,101594700.0 +1932,2018-12-04,23.7333,24.5787,23.4667,24.168,103683075.0 +1933,2018-12-06,23.8333,24.492,23.384,24.22,93603030.0 +1934,2018-12-07,24.522,25.2993,23.8333,24.0667,135610470.0 +1935,2018-12-10,23.9993,24.4,23.5413,24.2333,78864630.0 +1936,2018-12-11,24.3133,24.84,24.0153,24.5667,76196595.0 +1937,2018-12-12,24.638,24.794,24.344,24.526,60857985.0 +1938,2018-12-13,24.5333,25.1807,24.45,25.03,87478575.0 +1939,2018-12-14,24.96,25.1913,24.2887,24.4333,75673965.0 +1940,2018-12-17,24.4733,24.59,22.9253,23.3333,90968295.0 +1941,2018-12-18,23.5253,23.554,22.246,22.452,85943745.0 +1942,2018-12-19,22.4707,23.134,21.9827,22.0927,91612320.0 +1943,2018-12-20,22.08,22.2873,20.7907,20.97,112096500.0 +1944,2018-12-21,21.1033,21.5647,20.8293,21.1333,97661730.0 +1945,2018-12-24,21.5333,21.6,19.5333,19.5407,66350835.0 +1946,2018-12-26,19.4667,21.798,19.4667,21.6233,98012415.0 +1947,2018-12-27,21.478,21.5967,20.1,20.9,104624100.0 +1948,2018-12-28,20.9333,22.416,20.9333,22.2,121384305.0 +1949,2018-12-31,22.3067,22.706,21.684,22.2,78022320.0 +1950,2019-01-02,21.7333,22.1867,19.92,20.3767,138488085.0 +1951,2019-01-03,20.4327,20.6267,19.8253,19.9333,85079760.0 +1952,2019-01-04,20.3,21.2,20.182,21.2,89212035.0 +1953,2019-01-07,21.3333,22.4493,21.1833,22.3267,89667855.0 +1954,2019-01-08,22.3333,23.0,21.8013,22.3793,86465175.0 +1955,2019-01-09,22.344,22.9007,22.0667,22.5333,63893385.0 +1956,2019-01-10,22.386,23.026,22.1193,22.9333,72991995.0 +1957,2019-01-11,22.9333,23.2273,22.5847,23.1167,60942345.0 +1958,2019-01-14,22.9,22.9,22.228,22.316,63718830.0 +1959,2019-01-15,22.4267,23.2533,22.3,23.04,73060710.0 +1960,2019-01-16,22.9927,23.4667,22.9,23.0067,53209815.0 +1961,2019-01-17,22.95,23.4333,22.92,23.2133,44328525.0 +1962,2019-01-18,23.3333,23.3333,19.982,20.3133,289579830.0 +1963,2019-01-22,20.2667,20.5667,19.7,19.9407,146101185.0 +1964,2019-01-23,19.6267,19.7193,18.7793,19.1713,148002600.0 +1965,2019-01-24,19.1833,19.5787,18.6187,19.2667,92497140.0 +1966,2019-01-25,19.4653,19.9013,19.3033,19.7413,83032155.0 +1967,2019-01-28,19.6867,19.85,19.1833,19.6407,75093600.0 +1968,2019-01-29,19.6,19.9293,19.4533,19.8727,55303035.0 +1969,2019-01-30,19.9527,21.2,19.3673,19.6,128510025.0 +1970,2019-01-31,19.7407,20.7713,19.4767,20.3073,150214920.0 +1971,2019-02-01,20.396,21.0733,20.2333,20.8,88314525.0 +1972,2019-02-04,20.7327,21.02,20.1253,20.8213,91278885.0 +1973,2019-02-05,20.8327,21.496,20.7707,21.4327,80787765.0 +1974,2019-02-06,21.4233,21.616,21.0413,21.1333,61091385.0 +1975,2019-02-07,21.0667,21.0807,20.2,20.4027,79000440.0 +1976,2019-02-08,20.308,20.53,19.9,20.3433,69815910.0 +1977,2019-02-11,20.3887,21.24,20.3887,20.8333,88060125.0 +1978,2019-02-12,21.0667,21.2127,20.6413,20.7,65880930.0 +1979,2019-02-13,20.8147,20.9,20.3713,20.48,59951655.0 +1980,2019-02-14,20.5147,20.58,20.0667,20.2333,61683570.0 +1981,2019-02-15,20.3,20.5587,20.26,20.5293,46719975.0 +1982,2019-02-19,20.4667,20.77,20.3007,20.44,48097965.0 +1983,2019-02-20,20.4833,20.614,19.9167,20.1467,84401340.0 +1984,2019-02-21,20.1927,20.24,19.3667,19.4933,107646420.0 +1985,2019-02-22,19.6,19.7667,19.4153,19.6667,68671965.0 +1986,2019-02-25,19.7793,20.194,18.8327,19.2,81461385.0 +1987,2019-02-26,19.2333,20.134,19.164,19.868,104134410.0 +1988,2019-02-27,19.8307,21.0867,19.8307,21.0307,137486940.0 +1989,2019-02-28,21.0307,21.578,20.4533,20.6267,128665170.0 +1990,2019-03-01,20.6667,20.6667,19.46,19.6027,274694670.0 +1991,2019-03-04,19.8,20.0513,18.852,19.062,200186820.0 +1992,2019-03-05,19.1587,19.2333,18.0067,18.4833,224784825.0 +1993,2019-03-06,18.5333,18.7673,18.2927,18.4533,130688295.0 +1994,2019-03-07,18.4,18.98,18.2833,18.6333,117750495.0 +1995,2019-03-08,18.5867,19.0393,18.222,18.96,109426785.0 +1996,2019-03-11,19.0667,19.4187,18.64,19.35,91647090.0 +1997,2019-03-12,19.35,19.4433,18.7373,18.8567,94183110.0 +1998,2019-03-13,18.7673,19.466,18.74,19.29,84463050.0 +1999,2019-03-14,19.3327,19.6927,19.076,19.2467,87638685.0 +2000,2019-03-15,19.1333,19.1333,18.2933,18.358,181501410.0 +2001,2019-03-18,18.5,18.5367,17.82,17.9,126356685.0 +2002,2019-03-19,17.8733,18.22,17.564,17.8767,147554025.0 +2003,2019-03-20,17.926,18.3313,17.7533,18.2633,87481035.0 +2004,2019-03-21,18.2607,18.43,17.8967,18.3267,73793190.0 +2005,2019-03-22,18.324,18.3933,17.6,17.6233,107444580.0 +2006,2019-03-25,17.5753,17.6,16.964,17.424,125519295.0 +2007,2019-03-26,17.5153,18.0173,17.5153,17.8833,90114720.0 +2008,2019-03-27,17.9,18.358,17.764,18.3173,111765915.0 +2009,2019-03-28,18.322,18.6887,18.2753,18.6267,84429480.0 +2010,2019-03-29,18.608,18.6773,18.3,18.6533,74496975.0 +2011,2019-04-01,18.8133,19.28,18.7333,19.2133,100487535.0 +2012,2019-04-02,19.2067,19.296,18.9253,19.1567,67021665.0 +2013,2019-04-03,19.252,19.7447,19.0733,19.428,98939940.0 +2014,2019-04-04,18.322,18.4,17.34,17.8667,265556415.0 +2015,2019-04-05,17.9733,18.4067,17.7407,18.3267,155499960.0 +2016,2019-04-08,18.4333,18.744,18.0293,18.2667,129487440.0 +2017,2019-04-09,18.314,18.3333,17.974,18.154,72568875.0 +2018,2019-04-10,18.2333,18.65,18.184,18.44,87333435.0 +2019,2019-04-11,18.3953,18.45,17.5467,17.9267,115465245.0 +2020,2019-04-12,17.9467,18.13,17.7887,17.8347,83273295.0 +2021,2019-04-15,17.8333,17.93,17.242,17.7667,121678560.0 +2022,2019-04-16,17.7973,18.3333,17.648,18.1867,89589750.0 +2023,2019-04-17,18.3133,18.3267,17.902,18.08,61218300.0 +2024,2019-04-18,18.0,18.3227,17.8993,18.1987,65756700.0 +2025,2019-04-22,17.9933,17.9933,17.4813,17.5033,150683310.0 +2026,2019-04-23,17.5867,17.7067,17.05,17.5867,131710980.0 +2027,2019-04-24,17.5733,17.7333,16.7027,17.2167,127073520.0 +2028,2019-04-25,17.0467,17.2667,16.4047,16.486,265586880.0 +2029,2019-04-26,16.5467,16.636,15.4087,15.866,272603400.0 +2030,2019-04-29,15.9127,16.2653,15.478,16.0313,211597680.0 +2031,2019-04-30,16.0487,16.2807,15.8,15.9233,114634905.0 +2032,2019-05-01,15.9133,16.0,15.4333,15.5833,130472910.0 +2033,2019-05-02,15.596,16.6367,15.3667,16.3667,221207520.0 +2034,2019-05-03,16.4653,17.1073,16.0667,17.0,285771600.0 +2035,2019-05-06,16.6667,17.2233,16.4913,16.9407,129715710.0 +2036,2019-05-07,17.022,17.2833,16.34,16.4733,121401255.0 +2037,2019-05-08,16.6487,16.7067,16.208,16.2207,70776975.0 +2038,2019-05-09,16.1733,16.2453,15.796,16.0773,79827930.0 +2039,2019-05-10,16.132,16.1973,15.7347,15.9333,85723890.0 +2040,2019-05-13,15.8213,16.0073,14.9667,15.0833,123465510.0 +2041,2019-05-14,15.1833,15.6333,15.1653,15.4833,83553315.0 +2042,2019-05-15,15.5333,15.5727,15.0167,15.4067,87076290.0 +2043,2019-05-16,15.39,15.5327,15.1,15.18,85589625.0 +2044,2019-05-17,15.1333,15.1467,13.928,14.0007,213667560.0 +2045,2019-05-20,14.0,14.1187,13.0167,13.622,241324890.0 +2046,2019-05-21,13.5987,13.8267,13.0693,13.4467,221423400.0 +2047,2019-05-22,13.3867,13.6667,12.7073,12.71,223585785.0 +2048,2019-05-23,12.6533,13.3067,12.1253,13.0633,313514490.0 +2049,2019-05-24,13.1993,13.5807,12.5833,12.6467,172574760.0 +2050,2019-05-28,12.7907,13.0,12.5233,12.6327,121369680.0 +2051,2019-05-29,12.5573,12.826,12.336,12.6773,147665835.0 +2052,2019-05-30,12.6,12.8173,12.468,12.484,96234330.0 +2053,2019-05-31,12.4533,12.662,12.2,12.396,126511080.0 +2054,2019-06-03,12.2773,12.4453,11.7993,11.9633,162149595.0 +2055,2019-06-04,11.9933,12.9867,11.974,12.9473,168287700.0 +2056,2019-06-05,13.0773,13.4187,12.7893,13.0387,170547300.0 +2057,2019-06-06,13.2133,14.0667,13.106,13.76,239261910.0 +2058,2019-06-07,13.8293,14.0567,13.566,13.6107,185291190.0 +2059,2019-06-10,13.6753,14.4627,13.6753,14.35,120507465.0 +2060,2019-06-11,14.4333,15.2493,14.2333,15.0207,136661955.0 +2061,2019-06-12,15.0207,15.0967,13.9067,13.9867,182775390.0 +2062,2019-06-13,14.0,14.3267,13.834,14.1653,101617290.0 +2063,2019-06-14,14.2147,14.4433,13.9413,14.3327,88657065.0 +2064,2019-06-17,14.4193,15.1333,14.2733,15.0333,149330235.0 +2065,2019-06-18,15.0833,15.6493,14.8373,15.0133,152172840.0 +2066,2019-06-19,15.0887,15.1847,14.7373,15.1307,79817250.0 +2067,2019-06-20,15.2,15.3493,14.4233,14.6333,145668465.0 +2068,2019-06-21,14.6267,14.812,14.3667,14.7667,91318920.0 +2069,2019-06-24,14.7667,15.0573,14.7347,14.9533,69803340.0 +2070,2019-06-25,14.9007,15.0227,14.6327,14.6733,71846805.0 +2071,2019-06-26,14.7993,15.1487,14.4353,14.5587,101637405.0 +2072,2019-06-27,14.5593,14.8793,14.4747,14.8533,73779210.0 +2073,2019-06-28,14.814,15.0113,14.6753,14.93,76459620.0 +2074,2019-07-01,15.1133,15.54,15.0853,15.2,102639255.0 +2075,2019-07-02,15.2,16.3327,14.8147,16.0333,112517325.0 +2076,2019-07-03,15.9333,16.1333,15.6,15.6233,171219210.0 +2077,2019-07-05,15.6913,15.7147,15.3867,15.5167,85099530.0 +2078,2019-07-08,15.5333,15.5333,15.244,15.35,71488095.0 +2079,2019-07-09,15.28,15.4,15.152,15.35,74145135.0 +2080,2019-07-10,15.4,15.9333,15.3753,15.92,109079265.0 +2081,2019-07-11,15.9393,16.1,15.72,15.8733,87319530.0 +2082,2019-07-12,15.902,16.4127,15.902,16.4127,95006310.0 +2083,2019-07-15,16.4667,16.9613,16.324,16.8533,129415845.0 +2084,2019-07-16,16.8333,16.902,16.5287,16.7833,94476000.0 +2085,2019-07-17,16.8253,17.2207,16.8253,16.96,105617190.0 +2086,2019-07-18,16.972,17.05,16.792,16.9667,56868000.0 +2087,2019-07-19,16.9973,17.3307,16.9747,17.1913,85749975.0 +2088,2019-07-22,17.2,17.48,16.946,17.0667,83095470.0 +2089,2019-07-23,17.1,17.3653,16.9667,17.3127,54661110.0 +2090,2019-07-24,17.3167,17.88,15.5333,15.7133,130306335.0 +2091,2019-07-25,15.72,15.8,15.0367,15.1693,270950850.0 +2092,2019-07-26,15.2453,15.3507,14.8167,15.1407,118829130.0 +2093,2019-07-29,15.1667,15.7293,15.0,15.6747,113923785.0 +2094,2019-07-30,15.6747,16.224,15.4467,16.102,96458760.0 +2095,2019-07-31,16.1347,16.4453,15.7767,16.0727,111596460.0 +2096,2019-08-01,16.154,16.3007,15.4513,15.5467,98159715.0 +2097,2019-10-10,16.2667,16.6187,16.1053,16.3933,71848110.0 +2098,2019-10-11,16.438,16.7387,16.316,16.5667,99881625.0 +2099,2019-10-14,16.4853,17.2367,16.4667,17.1507,120297450.0 +2100,2019-10-15,17.1433,17.3333,16.9413,17.1667,74867415.0 +2101,2019-10-16,17.1333,17.4733,17.0667,17.32,76111920.0 +2102,2019-10-17,17.3587,17.652,17.2667,17.46,54637350.0 +2103,2019-10-18,17.42,17.52,17.0067,17.1067,67372005.0 +2104,2019-10-21,17.2,17.3,16.6787,16.964,59437185.0 +2105,2019-10-22,16.9133,17.222,16.7233,17.0,51015450.0 +2106,2019-10-23,16.928,20.5667,16.7567,20.4,126354015.0 +2107,2019-10-24,20.074,20.3287,19.28,19.9333,333785415.0 +2108,2019-10-25,19.816,22.0,19.7407,21.828,346900110.0 +2109,2019-10-28,21.82,22.7227,21.5067,21.8533,217401990.0 +2110,2019-10-29,21.8,21.8,20.9333,20.972,148391235.0 +2111,2019-10-30,20.8,21.2527,20.6647,21.0267,110357760.0 +2112,2019-10-31,21.0,21.2667,20.85,20.968,57293355.0 +2113,2019-11-01,21.01,21.158,20.6533,20.87,74996490.0 +2114,2019-11-04,20.9333,21.4627,20.6173,21.19,107054385.0 +2115,2019-11-05,21.268,21.5673,21.074,21.1407,80141085.0 +2116,2019-11-06,21.1267,21.8033,20.9667,21.742,94473615.0 +2117,2019-11-07,21.8373,22.7667,21.8373,22.412,170876115.0 +2118,2019-11-08,22.3333,22.4973,22.1667,22.45,70916190.0 +2119,2019-11-11,22.3873,23.2793,22.3667,23.0087,115064865.0 +2120,2019-11-12,23.0333,23.358,22.936,23.3133,83768280.0 +2121,2019-11-13,23.4,23.7867,23.012,23.0667,95754555.0 +2122,2019-11-14,23.0073,23.5893,22.8607,23.28,73642995.0 +2123,2019-11-15,23.3467,23.52,23.224,23.4547,53228490.0 +2124,2019-11-18,23.4547,23.6467,23.0733,23.3327,47569800.0 +2125,2019-11-19,23.3373,23.9993,23.1867,23.934,88743975.0 +2126,2019-11-20,23.8533,24.1807,23.3047,23.4733,73837815.0 +2127,2019-11-21,23.4813,24.056,23.4813,23.8067,67119255.0 +2128,2019-11-22,23.3933,23.6553,22.0,22.2067,185281845.0 +2129,2019-11-25,22.84,23.3073,22.2973,22.4293,136063125.0 +2130,2019-11-26,22.4613,22.4613,21.8067,21.9867,85639260.0 +2131,2019-11-27,21.9867,22.262,21.9047,22.0,60248265.0 +2132,2019-11-29,22.0713,22.2,21.8333,22.0027,26162310.0 +2133,2019-12-02,22.0933,22.426,21.9,22.25,65817750.0 +2134,2019-12-03,22.4087,22.5667,22.0333,22.4253,71516535.0 +2135,2019-12-04,22.4327,22.5747,22.186,22.2187,52213935.0 +2136,2019-12-05,22.2347,22.3333,21.8167,22.26,39315060.0 +2137,2019-12-06,22.2667,22.5907,22.2667,22.3927,87443550.0 +2138,2019-12-09,22.4,22.9633,22.3387,22.6527,97238610.0 +2139,2019-12-10,22.6353,23.382,22.4667,23.2667,94475535.0 +2140,2019-12-11,23.276,23.8127,23.276,23.6387,75745965.0 +2141,2019-12-12,23.6667,24.1827,23.5487,24.04,86341350.0 +2142,2019-12-13,24.08,24.3473,23.6427,23.9187,73028070.0 +2143,2019-12-16,23.9333,25.574,23.9333,25.204,196900605.0 +2144,2019-12-17,25.3127,25.7,25.06,25.268,88895370.0 +2145,2019-12-18,25.1333,26.348,25.1333,26.24,159076170.0 +2146,2019-12-19,26.1447,27.1233,26.12,26.992,195368595.0 +2147,2019-12-20,27.0,27.5333,26.6787,27.0667,162292950.0 +2148,2019-12-23,27.2007,28.134,27.2007,27.9793,147161505.0 +2149,2019-12-24,28.0653,28.392,27.512,28.3533,92001720.0 +2150,2019-12-26,28.3533,28.8987,28.3533,28.7667,118997565.0 +2151,2019-12-27,28.772,29.1453,28.4073,28.7167,110319030.0 +2152,2019-12-30,28.7847,28.89,27.2833,27.4833,140912100.0 +2153,2019-12-31,27.6,28.086,26.8053,27.9,115227540.0 +2154,2020-01-02,28.0607,28.7993,27.8887,28.7867,105742830.0 +2155,2020-01-03,28.4267,30.2667,28.1007,29.4607,201368895.0 +2156,2020-01-06,29.2007,30.1333,29.1667,30.1333,114317175.0 +2157,2020-01-07,30.2633,31.442,30.1673,30.5,200288085.0 +2158,2020-01-08,31.06,33.2327,30.9187,33.07,348554655.0 +2159,2020-01-09,32.68,33.2867,31.5247,32.008,308683530.0 +2160,2020-01-10,32.2667,32.6167,31.58,31.866,142140990.0 +2161,2020-01-13,32.206,35.496,32.206,35.4413,296673120.0 +2162,2020-01-14,35.428,36.5,34.9933,35.7653,313603800.0 +2163,2020-01-15,35.8667,35.8667,34.452,34.65,189689685.0 +2164,2020-01-16,33.5533,34.2973,32.8113,34.174,234395160.0 +2165,2020-01-17,34.2687,34.5533,33.2587,33.6067,149312700.0 +2166,2020-01-21,33.8733,37.0067,33.7733,36.95,189698280.0 +2167,2020-01-22,37.134,39.6333,37.134,38.1333,324324630.0 +2168,2020-01-23,37.97,38.8,37.0367,38.0407,203213130.0 +2169,2020-01-24,38.296,38.6533,36.9507,37.2667,148648650.0 +2170,2020-01-27,36.92,37.6293,35.9207,37.3333,139065495.0 +2171,2020-01-28,37.442,38.454,37.2053,38.1,125302140.0 +2172,2020-01-29,38.148,43.9867,37.8287,43.2333,183743490.0 +2173,2020-01-30,42.74,43.392,41.2,42.9407,273085440.0 +2174,2020-01-31,42.6667,43.5333,42.0013,43.05,158981265.0 +2175,2020-02-03,43.2667,52.4533,43.0067,51.0667,475263390.0 +2176,2020-02-04,52.3667,64.5993,52.3667,60.2667,552886995.0 +2177,2020-02-05,56.6667,58.9333,46.9407,48.5,464742915.0 +2178,2020-02-06,49.0,53.0553,45.8,49.4,383700900.0 +2179,2020-02-07,49.2,51.3167,48.2,49.7073,168028710.0 +2180,2020-02-10,50.3333,54.666,50.16,51.5733,240893220.0 +2181,2020-02-11,52.2,52.432,50.5333,51.3333,115196955.0 +2182,2020-02-12,51.9993,52.65,49.55,50.1333,117541665.0 +2183,2020-02-13,50.0667,54.5333,47.4667,53.3333,259599570.0 +2184,2020-02-14,53.6,54.2,51.6667,53.5,160881435.0 +2185,2020-02-18,52.5333,59.3193,51.6673,58.8007,168671805.0 +2186,2020-02-19,59.3333,62.9853,59.3333,60.47,249771750.0 +2187,2020-02-20,60.6333,61.08,57.3287,59.3333,181159170.0 +2188,2020-02-21,60.3133,61.2,58.6,59.9213,149621535.0 +2189,2020-02-24,58.2327,58.234,54.8133,56.2667,148606905.0 +2190,2020-02-25,56.3333,57.1067,52.4667,52.7333,168777675.0 +2191,2020-02-26,52.1707,54.2207,50.6467,51.2667,136474050.0 +2192,2020-02-27,51.2,51.532,42.8333,43.668,249019995.0 +2193,2020-02-28,43.0,46.0347,40.768,44.9987,257814675.0 +2194,2020-03-02,47.1507,51.3333,44.1333,51.2667,206093775.0 +2195,2020-03-03,51.8447,54.6793,47.7407,48.7333,250127055.0 +2196,2020-03-04,50.3333,52.734,48.3153,49.62,154058295.0 +2197,2020-03-05,49.0733,49.7167,47.4673,48.0,108482445.0 +2198,2020-03-06,47.2,47.4667,45.1327,46.05,123425130.0 +2199,2020-03-09,43.6447,44.2,40.0,42.3867,175009290.0 +2200,2020-03-10,42.8873,45.4,40.5333,41.6867,161919360.0 +2201,2020-03-11,41.6,43.572,40.8667,42.2067,140357565.0 +2202,2020-03-12,40.566,40.7433,34.08,34.6,197614035.0 +2203,2020-03-13,37.4667,40.5307,33.4667,35.6,239295285.0 +2204,2020-03-16,33.7667,33.7667,28.6667,30.2,221492175.0 +2205,2020-03-17,31.4667,32.1333,26.4,27.1707,261417435.0 +2206,2020-03-18,26.8667,26.9907,23.3673,24.8667,265132005.0 +2207,2020-03-19,24.3333,30.1333,23.4,26.2667,328591200.0 +2208,2020-03-20,28.0,31.8,27.8387,28.252,307001235.0 +2209,2020-03-23,27.66,30.2,27.0667,29.692,178044150.0 +2210,2020-03-24,30.3333,35.6,30.1467,33.9987,237852525.0 +2211,2020-03-25,36.5333,37.9333,33.9933,36.0007,218541390.0 +2212,2020-03-26,35.2433,37.3333,34.15,35.1333,179456955.0 +2213,2020-03-27,34.5307,35.0533,32.9353,33.9333,148377030.0 +2214,2020-03-30,33.6667,34.76,32.7487,33.5333,119682195.0 +2215,2020-03-31,33.9333,36.1973,33.0067,34.3667,188997660.0 +2216,2020-04-01,33.7253,34.264,31.6733,32.3727,138967425.0 +2217,2020-04-02,32.6,36.5313,29.76,35.6667,203988075.0 +2218,2020-04-03,35.2,35.4,31.226,31.6667,241104990.0 +2219,2020-04-06,33.6667,34.7333,33.1973,34.2,150877275.0 +2220,2020-04-07,35.3333,37.6667,35.2227,36.658,187243695.0 +2221,2020-04-08,36.5847,37.7333,35.5553,36.7293,135389595.0 +2222,2020-04-09,37.036,39.8,36.094,39.6333,140315520.0 +2223,2020-04-13,39.2,45.22,38.414,44.8987,232627920.0 +2224,2020-04-14,45.3433,49.9993,45.0733,49.7667,300642825.0 +2225,2020-04-15,49.3993,50.8,47.3333,47.5667,231622050.0 +2226,2020-04-16,48.7773,52.7333,47.114,51.6667,211446420.0 +2227,2020-04-17,51.8,52.3587,49.844,50.102,132770940.0 +2228,2020-04-20,50.08,51.038,47.4807,49.8667,152149290.0 +2229,2020-04-21,49.2,50.222,44.9193,46.0007,202718685.0 +2230,2020-04-22,46.8,49.344,45.2327,48.2533,145122495.0 +2231,2020-04-23,48.4,49.1267,46.4,46.4613,136673115.0 +2232,2020-04-24,46.4667,48.7153,46.4667,48.3333,139092495.0 +2233,2020-04-27,49.07,53.7787,48.9673,52.1373,202881945.0 +2234,2020-04-28,52.4733,53.6667,50.446,51.786,155158260.0 +2235,2020-04-29,52.1333,59.126,51.0067,58.0667,158846565.0 +2236,2020-04-30,57.6333,58.4,50.6667,51.0,272728890.0 +2237,2020-05-01,50.9733,51.518,45.536,47.2,325839930.0 +2238,2020-05-04,47.2,51.2667,45.4667,51.2667,191118300.0 +2239,2020-05-05,52.1333,53.2613,50.812,51.6333,175710750.0 +2240,2020-05-06,51.9967,52.6533,50.7407,51.9667,113329740.0 +2241,2020-05-07,52.3407,53.0933,51.1333,52.2333,118667010.0 +2242,2020-05-08,52.4333,55.0667,52.4327,54.6,160369815.0 +2243,2020-05-11,54.0333,54.9333,52.3333,54.0807,171898425.0 +2244,2020-05-12,53.8573,56.2193,52.9933,53.0267,163140435.0 +2245,2020-05-13,53.5773,55.1733,50.8867,53.3193,197153685.0 +2246,2020-05-14,53.3333,53.9333,50.9333,53.5333,134271540.0 +2247,2020-05-15,53.7333,53.7333,52.1633,53.24,107025660.0 +2248,2020-05-18,54.018,55.6487,53.592,54.1,119931690.0 +2249,2020-05-19,54.5333,54.8047,53.6667,54.0733,98436405.0 +2250,2020-05-20,54.4,55.0667,54.12,54.3007,70987260.0 +2251,2020-05-21,54.078,55.5,53.0667,55.0333,125158530.0 +2252,2020-05-22,54.4667,55.452,54.1333,54.5067,102896430.0 +2253,2020-05-26,55.6293,55.92,54.38,54.6653,77548890.0 +2254,2020-05-27,54.4667,55.1807,52.3333,54.2933,115787835.0 +2255,2020-05-28,54.2833,54.9833,53.446,53.8,73302210.0 +2256,2020-05-29,54.1587,56.1833,53.614,56.1833,122263095.0 +2257,2020-06-01,56.6667,60.2,56.6,59.1333,145189200.0 +2258,2020-06-02,59.2333,60.5773,58.0667,58.8,132256140.0 +2259,2020-06-03,58.8,59.8627,58.6733,58.8747,80101050.0 +2260,2020-06-04,59.0513,59.7167,57.2293,57.7333,88832985.0 +2261,2020-06-05,58.2907,59.1227,57.7467,58.99,78301965.0 +2262,2020-06-08,58.6667,63.8327,58.6,62.9667,141366735.0 +2263,2020-06-09,62.6667,63.6293,61.5953,62.466,115863015.0 +2264,2020-06-10,62.6,68.8,62.3333,67.3,174956610.0 +2265,2020-06-11,66.6667,67.9307,64.276,65.0,156858300.0 +2266,2020-06-12,63.8627,66.134,60.8373,61.2367,162138555.0 +2267,2020-06-15,60.2,66.5893,59.7607,66.2707,155522580.0 +2268,2020-06-16,66.6,67.99,64.1593,65.2667,133777140.0 +2269,2020-06-17,65.8667,67.0,65.134,65.7667,100027320.0 +2270,2020-06-18,66.4,67.9467,66.298,67.466,97189380.0 +2271,2020-06-19,67.5653,67.9833,66.0667,66.1267,83171715.0 +2272,2020-06-22,66.7827,67.2587,66.0013,66.6,64500420.0 +2273,2020-06-23,66.846,67.4667,66.2673,66.4667,64613580.0 +2274,2020-06-24,66.2673,66.726,63.4,63.4,106925520.0 +2275,2020-06-25,63.3333,66.1867,62.4767,66.1333,92884695.0 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zd`HQQ+u(?%zJGA=X4x?xm3Oio+-fD$$4qGTT@2k(T0mX}zE^yR$NxY$AG6K$qOU`o z=+8%A-~b@137D&-db(;`!HIAuq>@90>*uATwareInr0Oql76oHO@}Lnh3qb##+;Te zbZ*(ymJa^uN98%>(jh#|iZS;;E7aoBtutJm9OXalRnXzw=QLcC@zVc-c8lwq8^g5^ zcmjOP54pWfAFeAg5AZ$N;x=4A{PamwfdBbJr^biVYm4X=0oPkjO~0uZ=Isl(9CgTj zHpvONvhPyh{g%n@8E#(2-tYUfq4p129icBzYG57TcS2ognIpq|DxbAL~PTG5w#6r8vtzeE26 D?-f`a literal 0 HcmV?d00001 diff --git a/examples/2_live_data/live_data.py b/examples/2_live_data/live_data.py new file mode 100644 index 0000000..b4c0164 --- /dev/null +++ b/examples/2_live_data/live_data.py @@ -0,0 +1,25 @@ +import pandas as pd +from time import sleep +from lightweight_charts import Chart + +if __name__ == '__main__': + + chart = Chart() + + df1 = pd.read_csv('ohlcv.csv') + df2 = pd.read_csv('next_ohlcv.csv') + + chart.set(df1) + + chart.show() + + last_close = df1.iloc[-1] + + for i, series in df2.iterrows(): + chart.update(series) + + if series['close'] > 20 and last_close < 20: + chart.marker(text='The price crossed $20!') + + last_close = series['close'] + sleep(0.1) diff --git a/examples/2_live_data/next_ohlcv.csv b/examples/2_live_data/next_ohlcv.csv new file mode 100644 index 0000000..48fc014 --- /dev/null +++ b/examples/2_live_data/next_ohlcv.csv @@ -0,0 +1,1492 @@ +,date,open,high,low,close,volume +0,2016-12-22,13.8093,13.9993,13.7667,13.91,40609665.0 +1,2016-12-23,13.8667,14.2667,13.8473,14.2533,57488535.0 +2,2016-12-27,14.2033,14.8167,14.1867,14.6533,76603605.0 +3,2016-12-28,14.6667,14.92,14.48,14.616,48715005.0 +4,2016-12-29,14.65,14.6667,14.2747,14.3107,53864715.0 +5,2016-12-30,14.338,14.5,14.112,14.236,61296165.0 +6,2017-01-03,14.2507,14.6887,13.8,14.1893,76751040.0 +7,2017-01-04,14.2,15.2,14.0747,15.1067,148240920.0 +8,2017-01-05,14.9253,15.1653,14.7967,15.13,48295200.0 +9,2017-01-06,15.1167,15.354,15.03,15.264,72480600.0 +10,2017-01-09,15.2667,15.4613,15.2,15.4187,51153120.0 +11,2017-01-10,15.4007,15.4667,15.126,15.3,47673600.0 +12,2017-01-11,15.2667,15.334,15.112,15.31,45848955.0 +13,2017-01-12,15.2687,15.38,15.0387,15.2933,47768535.0 +14,2017-01-13,15.3333,15.8567,15.2733,15.85,80412510.0 +15,2017-01-17,15.7607,15.9973,15.6247,15.7053,59745210.0 +16,2017-01-18,15.7027,15.9807,15.7027,15.9147,48709860.0 +17,2017-01-19,16.4073,16.5787,16.05,16.1767,101214150.0 +18,2017-01-20,16.3167,16.4,16.2007,16.32,49923165.0 +19,2017-01-23,16.31,16.726,16.2733,16.598,78557610.0 +20,2017-01-24,16.5553,16.9993,16.5553,16.9993,62280870.0 +21,2017-01-25,17.0667,17.2307,16.7867,16.96,65941140.0 +22,2017-01-26,16.9887,17.0493,16.7167,16.742,39469215.0 +23,2017-01-27,16.798,16.9853,16.568,16.9267,39775995.0 +24,2017-01-30,16.8633,17.0193,16.4733,16.688,48218610.0 +25,2017-01-31,16.67,17.0593,16.5133,16.8133,52682265.0 +26,2017-02-01,16.8767,16.9327,16.6033,16.6167,51352470.0 +27,2017-02-02,16.5333,16.828,16.4993,16.684,31979490.0 +28,2017-02-03,16.7533,16.8527,16.6453,16.764,24938490.0 +29,2017-02-06,16.7907,17.2027,16.6807,17.2027,45616860.0 +30,2017-02-07,17.1667,17.3333,17.0947,17.1653,52628640.0 +31,2017-02-08,17.1833,17.666,17.08,17.6493,50357010.0 +32,2017-02-09,17.638,18.3333,17.472,17.95,101696130.0 +33,2017-02-10,18.0,18.0887,17.7407,17.934,46664505.0 +34,2017-02-13,18.0067,18.7333,17.9807,18.73,91768200.0 +35,2017-02-14,18.7333,19.1593,18.574,18.732,94881045.0 +36,2017-02-15,18.6747,18.816,18.4293,18.6467,63557535.0 +37,2017-02-16,18.5707,18.6667,17.734,17.8333,89172345.0 +38,2017-02-17,17.5933,18.1927,17.51,18.124,81886155.0 +39,2017-02-21,18.22,18.76,18.1487,18.6,71768040.0 +40,2017-02-22,18.5333,18.8967,18.1733,18.5113,113085195.0 +41,2017-02-23,18.6067,18.6467,17.0,17.0,193472580.0 +42,2017-02-24,17.0,17.2167,16.68,17.1133,107111355.0 +43,2017-02-27,17.4007,17.4333,16.134,16.3867,150069720.0 +44,2017-02-28,16.2933,16.7333,16.26,16.692,78670740.0 +45,2017-03-01,16.7927,17.0,16.6073,16.6553,61044060.0 +46,2017-03-02,16.7,16.8853,16.5513,16.6707,44183175.0 +47,2017-03-03,16.62,16.8,16.6,16.75,38606160.0 +48,2017-03-06,16.7033,16.78,16.3593,16.7567,43940415.0 +49,2017-03-07,16.726,16.926,16.4807,16.5333,43656195.0 +50,2017-03-08,16.5793,16.6713,16.3547,16.4593,47784270.0 +51,2017-03-09,16.4833,16.5773,16.2,16.3533,50291415.0 +52,2017-03-10,16.4,16.4933,16.2,16.2473,40420680.0 +53,2017-03-13,16.1907,16.506,16.1853,16.4533,38125545.0 +54,2017-03-14,16.4373,17.2867,16.38,17.2667,100832040.0 +55,2017-03-15,17.2533,17.6467,16.7073,17.402,69533460.0 +56,2017-03-16,17.4067,17.7167,17.2707,17.4667,90819975.0 +57,2017-03-17,17.48,17.6887,17.4053,17.41,80565870.0 +58,2017-03-20,17.4167,17.6367,17.2547,17.4633,46284510.0 +59,2017-03-21,17.4867,17.6533,16.6827,16.7253,90363240.0 +60,2017-03-22,16.6667,17.0327,16.6333,16.9853,50458350.0 +61,2017-03-23,17.0367,17.1787,16.8867,16.972,42898545.0 +62,2017-03-24,17.0067,17.5927,17.0007,17.5913,74085210.0 +63,2017-03-27,17.5333,18.1267,17.3167,18.1,80728845.0 +64,2017-03-28,18.0667,18.712,17.8667,18.5833,102388365.0 +65,2017-03-29,18.5947,18.64,18.3693,18.4833,46356210.0 +66,2017-03-30,18.484,18.8,18.4807,18.5333,53993670.0 +67,2017-03-31,18.512,18.6593,18.4207,18.542,41612610.0 +68,2017-04-03,18.75,19.9333,18.5533,19.9013,180777570.0 +69,2017-04-04,19.9333,20.3207,19.6353,20.1333,129370695.0 +70,2017-04-05,20.2467,20.3253,19.6133,19.6833,99987900.0 +71,2017-04-06,19.5933,20.1293,19.534,19.9247,71159910.0 +72,2017-04-07,19.9233,20.1967,19.674,20.1753,57513600.0 +73,2017-04-10,20.3067,20.9153,20.3067,20.8147,97980315.0 +74,2017-04-11,20.8907,20.902,20.3667,20.5533,72841680.0 +75,2017-04-12,20.6,20.6433,19.744,19.8187,76993785.0 +76,2017-04-13,19.6587,20.4927,19.5667,20.2713,124106325.0 +77,2017-04-17,20.2833,20.2833,19.912,20.008,53491485.0 +78,2017-04-18,20.0327,20.056,19.8393,20.0,38393445.0 +79,2017-04-19,20.0133,20.4413,20.0133,20.3373,49679670.0 +80,2017-04-20,20.4,20.61,20.0153,20.15,78870705.0 +81,2017-04-21,20.1867,20.4593,20.028,20.4447,57667530.0 +82,2017-04-24,20.6667,20.7033,20.4013,20.5153,65769240.0 +83,2017-04-25,20.5667,20.932,20.3907,20.9167,85255320.0 +84,2017-04-26,20.876,20.9667,20.6,20.6673,54209820.0 +85,2017-04-27,20.66,20.8727,20.5,20.6067,44895480.0 +86,2017-04-28,20.6527,21.0073,20.5333,20.9733,58899975.0 +87,2017-05-01,20.9993,21.8167,20.938,21.5967,108803550.0 +88,2017-05-02,21.492,21.844,21.1,21.1667,67132200.0 +89,2017-05-03,21.2167,21.4353,20.0733,20.2467,88490685.0 +90,2017-05-04,20.34,20.56,19.384,19.7253,178937325.0 +91,2017-05-05,19.7907,20.6,19.7373,20.6,103262310.0 +92,2017-05-08,20.6433,20.9193,20.388,20.5053,91822080.0 +93,2017-05-09,20.55,21.466,20.55,21.3467,124801560.0 +94,2017-05-10,21.6,21.7067,21.208,21.6807,72771405.0 +95,2017-05-11,21.7533,21.7533,21.23,21.5327,60381360.0 +96,2017-05-12,21.54,21.8,21.4353,21.6653,52982295.0 +97,2017-05-15,21.2587,21.3467,20.8353,21.06,98139675.0 +98,2017-05-16,21.1133,21.3373,21.0027,21.0333,53030295.0 +99,2017-05-17,21.0267,21.0267,20.352,20.4133,84943980.0 +100,2017-05-18,20.396,20.9293,20.1667,20.8233,73016490.0 +101,2017-05-19,20.8733,21.1167,20.6587,20.6913,59414115.0 +102,2017-05-22,20.71,20.958,20.4533,20.6473,53613555.0 +103,2017-05-23,20.732,20.732,20.232,20.262,53430645.0 +104,2017-08-02,21.4,23.736,20.748,23.334,158508465.0 +105,2017-08-03,23.114,23.34,22.8667,23.18,169206135.0 +106,2017-08-04,23.1873,23.84,22.8867,23.8187,118611315.0 +107,2017-08-07,24.0,24.0,23.5167,23.6667,76922280.0 +108,2017-08-08,23.6333,24.572,23.6207,24.2547,92226420.0 +109,2017-08-09,24.208,24.6667,23.8747,24.2773,86519625.0 +110,2017-08-10,24.22,24.444,23.5533,23.5667,88535805.0 +111,2017-08-11,23.5447,24.084,23.3333,23.8667,54039555.0 +112,2017-08-14,24.0667,24.5107,24.0667,24.28,55720770.0 +113,2017-08-15,24.3433,24.38,23.958,24.1307,36768285.0 +114,2017-08-16,24.1533,24.4333,24.068,24.2067,39519210.0 +115,2017-08-17,24.258,24.26,23.4267,23.4333,59729325.0 +116,2017-08-18,23.3333,23.6167,23.0007,23.0707,64878945.0 +117,2017-08-21,23.144,23.1867,22.1233,22.4547,80873040.0 +118,2017-08-22,22.7793,22.816,22.4913,22.7707,53835240.0 +119,2017-08-23,22.72,23.566,22.5413,23.46,59650080.0 +120,2017-08-24,23.5327,23.7773,23.316,23.5467,53365110.0 +121,2017-08-25,23.6,23.7127,23.1533,23.1813,42063270.0 +122,2017-08-28,23.1707,23.2267,22.648,22.8873,43703055.0 +123,2017-08-29,22.7333,23.27,22.5627,23.1987,47693040.0 +124,2017-08-30,23.2707,23.5653,23.1093,23.5653,39211260.0 +125,2017-08-31,23.5733,23.896,23.5213,23.68,47533125.0 +126,2017-09-01,23.7333,23.8393,23.5793,23.6673,36370140.0 +127,2017-09-05,23.6433,23.6993,23.0593,23.3267,46009875.0 +128,2017-09-06,23.3707,23.5,22.7707,22.9773,49117995.0 +129,2017-09-07,23.0727,23.4987,22.8967,23.3787,50711130.0 +130,2017-09-08,23.3093,23.3187,22.82,22.8953,38831370.0 +131,2017-09-11,23.2,24.266,23.2,24.234,93792450.0 +132,2017-09-12,24.2733,24.584,24.0267,24.1667,71484885.0 +133,2017-09-13,24.19,24.538,23.9727,24.4,51254190.0 +134,2017-09-14,24.3333,25.1973,24.1753,24.8987,88268760.0 +135,2017-09-15,24.9793,25.36,24.8467,25.3553,65391495.0 +136,2017-09-18,25.4,25.974,25.1787,25.6533,88693770.0 +137,2017-09-19,25.48,25.4927,24.9047,24.9547,77656125.0 +138,2017-09-20,25.0133,25.2167,24.738,24.944,60187995.0 +139,2017-09-21,24.928,25.122,24.3007,24.432,58301040.0 +140,2017-09-22,24.4,24.66,23.37,23.38,100120800.0 +141,2017-09-25,23.378,23.8313,22.8587,23.002,95209215.0 +142,2017-09-26,23.08,23.416,22.7267,23.0267,89596305.0 +143,2017-09-27,23.2633,23.4327,22.7,22.74,73275165.0 +144,2017-09-28,22.7333,22.85,22.36,22.7133,63105405.0 +145,2017-09-29,22.768,22.9787,22.5733,22.72,62996130.0 +146,2017-10-02,22.872,23.2067,22.34,22.4,63673905.0 +147,2017-10-03,22.4667,23.476,22.0853,23.422,127915005.0 +148,2017-10-04,23.4,23.908,23.282,23.7253,102388050.0 +149,2017-10-05,23.6327,23.8293,23.4233,23.6967,49240515.0 +150,2017-10-06,23.6973,24.0067,23.4833,23.5867,52458270.0 +151,2017-10-09,23.5587,23.6,22.8407,23.0467,91929060.0 +152,2017-10-10,23.086,23.744,23.0353,23.7167,85714425.0 +153,2017-10-11,23.7,23.84,23.41,23.6333,54369930.0 +154,2017-10-12,23.5793,23.9853,23.4667,23.6633,49478250.0 +155,2017-10-13,23.7033,23.8993,23.5787,23.7467,42626325.0 +156,2017-10-16,23.5833,23.6667,23.144,23.3833,63696315.0 +157,2017-10-17,23.4167,23.748,23.3333,23.69,39478785.0 +158,2017-10-18,23.6267,24.2,23.6087,23.9767,58906215.0 +159,2017-10-19,23.8,23.8533,23.2133,23.416,60596670.0 +160,2017-10-20,23.45,23.6367,22.956,22.9933,58987380.0 +161,2017-10-23,23.3133,23.4833,22.4167,22.534,69079140.0 +162,2017-10-24,22.4667,22.8533,22.4107,22.5,54037110.0 +163,2017-10-25,22.5013,22.53,21.5707,21.75,84060840.0 +164,2017-10-26,22.1,22.1,21.5467,21.886,59895495.0 +165,2017-10-27,21.6667,21.8893,21.1107,21.3667,82456560.0 +166,2017-10-30,21.4073,21.5853,21.15,21.2733,50183595.0 +167,2017-10-31,21.3667,22.2,21.3453,22.2,67143015.0 +168,2017-11-01,22.2633,22.2667,20.14,20.3267,98873415.0 +169,2017-11-02,20.3,21.4053,19.5087,19.9627,239871705.0 +170,2017-11-03,19.8573,20.434,19.6753,20.4133,106874280.0 +171,2017-11-06,20.4533,20.626,19.934,20.1333,75212505.0 +172,2017-11-07,20.1667,20.4333,19.634,20.378,64488030.0 +173,2017-11-08,20.334,20.4593,20.0867,20.31,58790550.0 +174,2017-11-09,20.2873,20.326,19.7533,20.14,64908075.0 +175,2017-11-10,20.1227,20.5573,20.1227,20.1867,55910415.0 +176,2017-11-13,20.2667,21.12,19.9067,21.0533,92643630.0 +177,2017-11-14,21.08,21.0933,20.46,20.5933,69989505.0 +178,2017-11-15,20.548,20.8327,20.1,20.78,74143695.0 +179,2017-11-16,20.8833,21.2093,20.7533,20.8373,70739175.0 +180,2017-11-17,21.1,21.8333,20.8767,21.0167,170145555.0 +181,2017-11-20,21.0333,21.0333,20.3167,20.5567,103487040.0 +182,2017-11-21,20.6133,21.2153,20.534,21.1733,91762275.0 +183,2017-11-22,21.2067,21.266,20.7893,20.812,62022240.0 +184,2017-11-24,20.9,21.094,20.7333,21.0013,41299770.0 +185,2017-11-27,21.0367,21.1567,20.634,21.0747,55527705.0 +186,2017-11-28,21.0747,21.3333,20.928,21.1227,59546580.0 +187,2017-11-29,21.0907,21.2133,20.082,20.4633,101149335.0 +188,2017-11-30,20.5033,20.7133,20.3027,20.5333,53600970.0 +189,2017-12-01,20.4667,20.688,20.2,20.43,52615485.0 +190,2017-12-04,20.52,20.618,20.0407,20.3107,73463115.0 +191,2017-12-05,20.2667,20.5333,20.0667,20.22,56832825.0 +192,2017-12-06,20.196,20.8927,20.0,20.8867,78075690.0 +193,2017-12-07,20.9,21.2427,20.7333,20.75,56477175.0 +194,2017-12-08,20.8,21.132,20.7507,21.0093,42380790.0 +195,2017-12-11,20.9067,22.0067,20.8993,22.0067,99929295.0 +196,2017-12-12,21.9933,22.7627,21.84,22.746,108343800.0 +197,2017-12-13,22.6833,22.948,22.4333,22.6,74635725.0 +198,2017-12-14,22.54,23.1627,22.46,22.5113,71098425.0 +199,2017-12-15,22.5333,22.9333,22.384,22.8673,85651935.0 +200,2017-12-18,22.9667,23.1333,22.5053,22.5933,67302900.0 +201,2017-12-19,22.6333,22.7933,22.02,22.0773,79694640.0 +202,2017-12-20,22.2067,22.34,21.6693,21.9767,72798450.0 +203,2017-12-21,21.924,22.2493,21.814,22.11,54460410.0 +204,2017-12-22,22.1333,22.1333,21.6547,21.6573,51109455.0 +205,2017-12-26,21.6807,21.6807,21.1053,21.154,52441845.0 +206,2017-12-27,21.1867,21.2,20.7167,20.7367,57229200.0 +207,2017-12-28,20.7507,21.0547,20.636,21.032,53772345.0 +208,2017-12-29,20.9667,21.1333,20.6667,20.7033,45971790.0 +209,2018-01-02,20.8,21.474,20.7167,21.37,51439980.0 +210,2018-01-03,21.4333,21.6833,20.6,20.7127,53039445.0 +211,2018-01-04,20.6827,21.2367,20.34,21.0,119513085.0 +212,2018-01-05,21.04,21.1493,20.8,21.1167,54689490.0 +213,2018-01-08,21.1667,22.4907,21.026,22.4173,120026880.0 +214,2018-01-09,22.4333,22.5867,21.8267,22.1627,85692555.0 +215,2018-01-10,22.0667,22.4667,21.9333,22.3333,46271310.0 +216,2018-01-11,22.33,22.9873,22.2173,22.54,80395725.0 +217,2018-01-12,22.6627,22.694,22.2447,22.3533,57715995.0 +218,2018-01-16,22.3533,23.0,22.32,22.6333,79779555.0 +219,2018-01-17,22.6867,23.2667,22.65,23.1333,83660295.0 +220,2018-01-18,23.2,23.4867,22.916,22.9767,67304595.0 +221,2018-01-19,23.008,23.4,22.84,23.4,58015335.0 +222,2018-01-22,23.3347,23.8553,23.2333,23.4647,76691625.0 +223,2018-01-23,23.68,24.1867,23.4,23.5787,66095520.0 +224,2018-01-24,23.56,23.7333,22.9013,23.17,62762115.0 +225,2018-01-25,23.17,23.324,22.4267,22.7,82199130.0 +226,2018-01-26,22.7993,22.9333,22.3807,22.8567,52383270.0 +227,2018-01-29,22.76,23.39,22.552,23.2667,55837245.0 +228,2018-01-30,23.2167,23.35,22.8113,23.052,51916335.0 +229,2018-01-31,23.1653,23.746,23.0127,23.7,68225850.0 +230,2018-02-01,23.72,23.9773,23.242,23.3667,48808785.0 +231,2018-02-02,23.2467,23.4633,22.7007,22.84,42620370.0 +232,2018-02-05,22.6,22.9647,22.0,22.0333,49498560.0 +233,2018-02-06,22.0367,22.4147,21.542,22.3953,58819215.0 +234,2018-02-07,22.3327,23.778,22.1893,22.9,81471840.0 +235,2018-02-08,22.896,23.2413,20.8667,21.0667,122580555.0 +236,2018-02-09,21.4,21.5933,19.6507,20.75,157762590.0 +237,2018-02-12,21.066,21.2747,20.4167,21.0487,74060220.0 +238,2018-02-13,21.128,21.7327,20.834,21.6333,53357370.0 +239,2018-02-14,21.612,21.7447,21.2347,21.5333,46124280.0 +240,2018-02-15,21.64,22.324,21.4933,22.3,68946270.0 +241,2018-02-16,22.3333,22.8747,22.0867,22.3667,67143360.0 +242,2018-02-20,22.3073,22.7227,22.1,22.34,47355345.0 +243,2018-02-21,22.3407,22.6427,22.1767,22.1813,37654230.0 +244,2018-02-22,22.138,23.1627,22.1333,23.1033,80854995.0 +245,2018-02-23,23.2,23.666,23.14,23.4627,69096450.0 +246,2018-02-26,23.62,23.9333,23.49,23.8667,52423515.0 +247,2018-02-27,23.7893,23.9993,23.334,23.4067,55899915.0 +248,2018-02-28,23.4,23.6827,22.8147,22.9467,74032890.0 +249,2018-03-01,22.8867,23.2447,22.0047,22.1,82409115.0 +250,2018-03-02,22.1333,22.348,21.5313,22.34,59703135.0 +251,2018-03-05,22.2813,22.5167,21.9527,22.2633,44503275.0 +252,2018-03-06,22.28,22.4247,21.5333,21.5333,51460950.0 +253,2018-03-07,21.6133,22.1667,21.4493,22.0967,59825250.0 +254,2018-03-08,22.1333,22.3,21.5267,21.7067,41452350.0 +255,2018-03-09,21.7673,21.8993,21.4913,21.8053,63614580.0 +256,2018-03-12,21.92,23.1473,21.7667,22.9967,100808145.0 +257,2018-03-13,22.886,23.0987,22.4173,22.6833,71138010.0 +258,2018-03-14,22.758,22.7813,21.5953,21.8333,94350375.0 +259,2018-03-15,21.8333,22.19,21.4067,21.6653,76010130.0 +260,2018-03-16,21.6973,21.8267,21.2713,21.4367,74099280.0 +261,2018-03-19,21.3533,21.3833,20.6447,20.9107,89344530.0 +262,2018-03-20,20.9733,21.0833,20.584,20.734,53260785.0 +263,2018-03-21,20.73,21.496,20.6127,21.1333,71613060.0 +264,2018-03-22,21.05,21.2547,20.5333,20.5333,52637865.0 +265,2018-03-23,20.5393,20.8667,20.03,20.15,75360090.0 +266,2018-03-26,20.268,20.6,19.424,20.3267,97042815.0 +267,2018-03-27,20.3333,20.5,18.074,18.3,158944560.0 +268,2018-03-28,18.264,18.5933,16.8067,16.9667,243796575.0 +269,2018-03-29,17.0807,18.064,16.5473,17.3,177807180.0 +270,2018-04-02,17.0,17.742,16.306,16.8067,195963285.0 +271,2018-04-03,17.0133,18.2233,16.9067,17.88,230425485.0 +272,2018-04-04,17.7733,19.2247,16.8,19.2133,246546495.0 +273,2018-04-05,19.26,20.4173,19.1333,19.8667,226914720.0 +274,2018-04-06,19.8667,20.6187,19.7,19.88,164396325.0 +275,2018-04-09,19.9927,20.6333,19.2267,19.4267,124936080.0 +276,2018-04-10,19.8933,20.4733,19.5787,20.22,133247355.0 +277,2018-04-11,20.1833,20.5987,19.9333,20.1133,84874725.0 +278,2018-04-12,19.9853,20.3333,19.5787,19.6667,86663775.0 +279,2018-04-13,19.68,20.2653,19.68,19.98,87163425.0 +280,2018-04-16,20.0,20.1,19.2547,19.3667,76768875.0 +281,2018-04-17,19.2467,19.6933,18.834,19.584,84747060.0 +282,2018-04-18,19.574,20.016,19.2107,19.6413,79921260.0 +283,2018-04-19,19.5767,20.0673,19.2367,19.93,71637165.0 +284,2018-04-20,19.8667,19.9987,19.3073,19.3167,67236780.0 +285,2018-04-23,19.38,19.5533,18.822,18.9333,57966930.0 +286,2018-04-24,19.1,19.1927,18.564,18.8667,63192825.0 +287,2018-04-25,18.9,19.0107,18.4833,18.8527,45042330.0 +288,2018-04-26,18.8253,19.1333,18.4333,19.0853,50144700.0 +289,2018-04-27,19.0333,19.6313,18.7867,19.5,49810530.0 +290,2018-04-30,19.5513,19.9153,19.454,19.5893,47944485.0 +291,2018-05-01,19.5967,20.0767,19.548,20.0667,46620600.0 +292,2018-05-02,20.0267,20.7733,18.8147,19.164,100044315.0 +293,2018-05-03,19.2667,19.3667,18.3487,18.8667,200230050.0 +294,2018-05-04,18.9333,19.7907,18.6347,19.55,97219695.0 +295,2018-05-07,19.6107,20.3973,19.55,20.2653,100077990.0 +296,2018-05-08,20.2033,20.5167,19.9333,20.12,69679140.0 +297,2018-05-09,20.1333,20.4673,19.9533,20.3987,65864130.0 +298,2018-05-10,20.4567,20.866,20.2367,20.2367,65703270.0 +299,2018-05-11,20.3213,20.592,19.9387,20.04,52073175.0 +300,2018-05-14,20.3333,20.4667,19.4,19.4,83199000.0 +301,2018-05-15,19.3333,19.3333,18.7,18.8667,109926450.0 +302,2018-05-16,18.9153,19.254,18.7707,19.0933,65149395.0 +303,2018-05-17,19.0527,19.2793,18.92,19.0367,50506260.0 +304,2018-05-18,19.0073,19.0633,18.2667,18.4533,82659480.0 +305,2018-05-21,18.7,19.4327,18.6467,18.9333,110223840.0 +306,2018-05-22,19.0267,19.2333,18.228,18.342,104515395.0 +307,2018-05-23,18.3333,18.6607,18.1653,18.56,68248245.0 +308,2018-05-24,18.6047,18.7407,18.326,18.5653,48098295.0 +309,2018-05-25,18.5667,18.6427,18.374,18.6,43134090.0 +310,2018-05-29,18.6,19.1,18.41,18.8333,68391420.0 +311,2018-05-30,18.8667,19.6673,18.7407,19.4133,86829480.0 +312,2018-05-31,19.4007,19.4267,18.862,18.9667,65445975.0 +313,2018-06-01,18.9873,19.4667,18.922,19.4667,60092265.0 +314,2018-06-04,19.47,19.9333,19.466,19.7167,56356245.0 +315,2018-06-05,19.7,19.8667,19.116,19.6,67469700.0 +316,2018-06-06,19.6067,21.478,19.574,21.2667,223350765.0 +317,2018-06-07,21.22,22.0,20.9053,21.12,173810055.0 +318,2018-06-08,21.0407,21.632,20.9,21.1773,97360800.0 +319,2018-06-11,21.1773,22.3107,21.1773,22.2153,159962145.0 +320,2018-06-12,22.238,23.6647,22.238,22.8413,268792350.0 +321,2018-06-13,23.0,23.3387,22.6,23.1987,115255125.0 +322,2018-06-14,23.06,23.9167,22.9993,23.8,133885455.0 +323,2018-06-15,23.7167,24.3113,23.4167,23.9,128061330.0 +324,2018-06-18,23.7087,24.9153,23.4,24.494,145368480.0 +325,2018-06-19,24.3333,24.6667,23.0833,23.414,155148825.0 +326,2018-06-20,23.6,24.292,23.4667,24.1833,99665430.0 +327,2018-06-21,24.1733,24.4147,23.0673,23.0673,94828470.0 +328,2018-06-22,23.0667,23.6807,22.1333,22.2167,120476655.0 +329,2018-06-25,22.17,22.5647,21.8333,22.2287,80040690.0 +330,2018-06-26,22.15,22.9033,21.7193,22.82,90073035.0 +331,2018-06-27,22.6667,23.386,22.4507,23.026,101165250.0 +332,2018-06-28,23.16,23.8013,22.932,23.35,100403235.0 +333,2018-06-29,23.4467,23.728,22.8207,22.9333,79185540.0 +334,2018-07-02,23.8067,24.4467,21.99,22.456,233595795.0 +335,2018-07-03,22.4567,22.4667,20.62,20.654,149002155.0 +336,2018-07-05,20.7333,21.0,19.748,20.5007,213613665.0 +337,2018-07-06,20.6,20.8047,20.1333,20.6,110289180.0 +338,2018-07-09,20.7933,21.2347,20.5333,21.2193,89890020.0 +339,2018-07-10,21.2667,21.9653,21.0707,21.1267,113676510.0 +340,2018-07-11,21.1733,21.4627,20.9427,21.2333,58766760.0 +341,2018-07-12,21.3667,21.562,20.8513,21.076,67817835.0 +342,2018-07-13,21.1733,21.306,20.6167,21.2267,73379730.0 +343,2018-07-16,21.124,21.1433,20.4167,20.48,96201240.0 +344,2018-07-17,20.5733,21.6493,20.4667,21.49,84189390.0 +345,2018-07-18,21.5067,21.7267,21.0833,21.612,69456900.0 +346,2018-07-19,21.4667,21.5693,20.934,21.3667,72958365.0 +347,2018-07-20,21.408,21.5493,20.78,20.904,62980500.0 +348,2018-07-23,20.666,20.666,19.524,20.2667,129825210.0 +349,2018-07-24,20.266,20.5147,19.5027,19.7987,115360290.0 +350,2018-07-25,19.8287,20.6413,19.5333,20.1333,86301735.0 +351,2018-07-26,20.214,20.7133,20.214,20.5,56522880.0 +352,2018-07-27,20.5667,20.5667,19.6893,19.7993,52540545.0 +353,2018-07-30,19.6667,19.8013,19.0753,19.3333,79959210.0 +354,2018-07-31,19.27,19.9907,19.27,19.854,60069180.0 +355,2018-08-01,19.9567,22.3833,19.3333,21.9327,117020970.0 +356,2018-08-02,21.77,23.3333,21.544,23.3213,279512445.0 +357,2018-08-03,23.0667,23.6667,22.8353,23.1367,159452790.0 +358,2018-08-06,23.0567,23.6653,22.6013,22.6667,102678015.0 +359,2018-08-07,22.7373,25.8307,22.61,25.1333,381052725.0 +360,2018-08-08,25.266,25.5093,24.4347,24.6333,280429020.0 +361,2018-08-09,24.5067,24.5867,23.0487,23.874,199309800.0 +362,2018-08-10,23.7333,24.1933,23.0667,23.48,137798880.0 +363,2018-08-13,23.54,24.5327,23.268,23.6393,121692615.0 +364,2018-08-14,23.8253,23.9467,23.1133,23.1333,82835430.0 +365,2018-08-15,23.246,23.3227,22.1427,22.3733,105751815.0 +366,2018-08-16,22.5533,22.9567,22.2547,22.34,66955965.0 +367,2018-08-17,22.2067,22.2667,20.2033,20.2033,224153370.0 +368,2018-08-20,20.2333,20.5993,18.8193,20.4933,202795425.0 +369,2018-08-21,20.56,21.6527,20.534,21.2,156089955.0 +370,2018-08-22,21.372,21.592,20.978,21.4867,73769700.0 +371,2018-08-23,21.4867,21.8213,21.2067,21.3587,63324510.0 +372,2018-08-24,21.3593,21.59,21.2933,21.4793,42289110.0 +373,2018-08-27,20.6667,21.496,20.2347,21.2273,164076645.0 +374,2018-08-28,21.3067,21.3067,20.746,20.8333,94857345.0 +375,2018-08-29,20.776,20.8233,20.2333,20.2413,90330150.0 +376,2018-08-30,20.2333,20.38,19.848,20.1533,87190275.0 +377,2018-08-31,20.1667,20.354,19.9067,20.09,64315245.0 +378,2018-09-04,20.0,20.0,19.1507,19.1507,100324125.0 +379,2018-09-05,19.2,19.2213,18.4787,18.8167,87707505.0 +380,2018-09-06,18.83,19.4113,18.592,18.7667,88452450.0 +381,2018-09-07,18.7333,18.7333,16.8167,17.6353,264414765.0 +382,2018-09-10,17.8667,19.1333,17.866,18.9793,176956905.0 +383,2018-09-11,19.0,19.0327,18.2367,18.62,110538330.0 +384,2018-09-12,18.7333,19.5,18.576,19.35,118337070.0 +385,2018-09-13,19.3567,19.6667,19.012,19.3167,73748235.0 +386,2018-09-14,19.4233,19.822,19.1013,19.6587,79030395.0 +387,2018-09-17,19.6467,20.058,19.0813,19.5267,81452700.0 +388,2018-09-18,19.8527,20.176,18.3667,18.8067,201292170.0 +389,2018-09-19,18.954,20.0,18.56,19.8833,96540390.0 +390,2018-09-20,19.9647,20.3987,19.5553,19.9187,87191865.0 +391,2018-09-21,19.8653,20.0387,19.6913,19.828,55254180.0 +392,2018-09-24,19.6667,20.2,19.572,19.912,56511855.0 +393,2018-09-25,19.9333,20.3067,19.7667,20.0,52293330.0 +394,2018-09-26,20.1333,20.926,20.0667,20.7,91873710.0 +395,2018-09-27,20.6333,21.0,17.6667,18.06,95037525.0 +396,2018-09-28,18.2007,18.5333,17.37,17.7333,403081170.0 +397,2018-10-01,19.726,21.03,19.4333,20.3333,260729640.0 +398,2018-10-02,20.5847,21.166,19.9433,20.2733,139184115.0 +399,2018-10-03,20.3333,20.4333,19.438,19.654,96930465.0 +400,2018-10-04,19.68,19.68,18.1333,18.35,114758670.0 +401,2018-10-05,18.2673,18.35,17.3333,17.53,208825890.0 +402,2018-10-08,17.5333,17.8507,16.6,17.03,153828015.0 +403,2018-10-09,17.0,17.7847,16.8347,17.6507,141231210.0 +404,2018-10-10,17.6507,17.766,16.518,16.8133,148776810.0 +405,2018-10-11,17.0,17.4833,16.602,17.0,94547865.0 +406,2018-10-12,17.0667,17.466,16.8007,17.2333,83192580.0 +407,2018-10-15,17.148,17.552,16.9687,17.3,74660160.0 +408,2018-10-16,17.3333,18.6,17.2747,18.6,107659140.0 +409,2018-10-17,18.5833,18.8667,17.72,17.9347,101049495.0 +410,2018-10-18,18.0,18.0667,17.5333,17.7213,62268090.0 +411,2018-10-19,17.8333,17.99,16.9,17.304,110253090.0 +412,2018-10-22,17.3993,17.5133,16.8393,17.3533,61455330.0 +413,2018-10-23,17.2667,19.9,17.108,19.8467,224905620.0 +414,2018-10-24,19.8,22.1333,19.0,21.12,235572405.0 +415,2018-10-25,21.1333,21.666,20.0673,20.748,246957480.0 +416,2018-10-26,20.4867,22.66,20.1247,21.7993,331244850.0 +417,2018-10-29,21.6667,23.144,21.596,22.1013,177468000.0 +418,2018-10-30,22.1013,22.5267,21.484,22.0333,111830760.0 +419,2018-10-31,22.12,22.8,21.94,22.486,88997550.0 +420,2018-11-01,22.6433,23.1893,22.3147,22.8,98076885.0 +421,2018-11-02,23.1333,23.28,22.7273,23.034,96029265.0 +422,2018-11-05,23.0,23.0,22.0093,22.7793,93116505.0 +423,2018-11-06,22.6733,23.2533,22.406,22.8753,83178450.0 +424,2018-11-07,22.9333,23.412,22.72,23.2053,82208655.0 +425,2018-11-08,23.2667,23.8387,23.134,23.426,83512380.0 +426,2018-11-09,23.2453,23.6,23.0153,23.3667,62071020.0 +427,2018-11-12,23.3333,23.372,21.9,21.9,85421925.0 +428,2018-11-13,22.1667,22.98,22.1467,22.7167,61718760.0 +429,2018-11-14,22.52,23.1407,22.4733,22.8947,61075260.0 +430,2018-11-15,23.0,23.2387,22.6027,23.1333,55608810.0 +431,2018-11-16,23.0767,23.7133,22.9333,23.6267,83323110.0 +432,2018-11-19,23.6833,24.45,23.4867,23.5933,117911925.0 +433,2018-11-20,23.5,23.5,22.2367,23.1653,96513690.0 +434,2018-11-21,23.3333,23.6,22.4767,22.56,55336395.0 +435,2018-11-23,22.3333,22.5,21.6,21.6,50440110.0 +436,2018-11-26,21.7333,23.0813,21.6533,22.8867,98172615.0 +437,2018-11-27,22.8333,23.1307,22.3667,23.03,76446435.0 +438,2018-11-28,23.0,23.2187,22.814,23.1327,50226975.0 +439,2018-11-29,23.0333,23.1667,22.6367,22.7333,36297450.0 +440,2018-11-30,22.6667,23.44,22.5507,23.38,67724880.0 +441,2018-12-03,23.8,24.4,23.4667,23.8133,101594700.0 +442,2018-12-04,23.7333,24.5787,23.4667,24.168,103683075.0 +443,2018-12-06,23.8333,24.492,23.384,24.22,93603030.0 +444,2018-12-07,24.522,25.2993,23.8333,24.0667,135610470.0 +445,2018-12-10,23.9993,24.4,23.5413,24.2333,78864630.0 +446,2018-12-11,24.3133,24.84,24.0153,24.5667,76196595.0 +447,2018-12-12,24.638,24.794,24.344,24.526,60857985.0 +448,2018-12-13,24.5333,25.1807,24.45,25.03,87478575.0 +449,2018-12-14,24.96,25.1913,24.2887,24.4333,75673965.0 +450,2018-12-17,24.4733,24.59,22.9253,23.3333,90968295.0 +451,2018-12-18,23.5253,23.554,22.246,22.452,85943745.0 +452,2018-12-19,22.4707,23.134,21.9827,22.0927,91612320.0 +453,2018-12-20,22.08,22.2873,20.7907,20.97,112096500.0 +454,2018-12-21,21.1033,21.5647,20.8293,21.1333,97661730.0 +455,2018-12-24,21.5333,21.6,19.5333,19.5407,66350835.0 +456,2018-12-26,19.4667,21.798,19.4667,21.6233,98012415.0 +457,2018-12-27,21.478,21.5967,20.1,20.9,104624100.0 +458,2018-12-28,20.9333,22.416,20.9333,22.2,121384305.0 +459,2018-12-31,22.3067,22.706,21.684,22.2,78022320.0 +460,2019-01-02,21.7333,22.1867,19.92,20.3767,138488085.0 +461,2019-01-03,20.4327,20.6267,19.8253,19.9333,85079760.0 +462,2019-01-04,20.3,21.2,20.182,21.2,89212035.0 +463,2019-01-07,21.3333,22.4493,21.1833,22.3267,89667855.0 +464,2019-01-08,22.3333,23.0,21.8013,22.3793,86465175.0 +465,2019-01-09,22.344,22.9007,22.0667,22.5333,63893385.0 +466,2019-01-10,22.386,23.026,22.1193,22.9333,72991995.0 +467,2019-01-11,22.9333,23.2273,22.5847,23.1167,60942345.0 +468,2019-01-14,22.9,22.9,22.228,22.316,63718830.0 +469,2019-01-15,22.4267,23.2533,22.3,23.04,73060710.0 +470,2019-01-16,22.9927,23.4667,22.9,23.0067,53209815.0 +471,2019-01-17,22.95,23.4333,22.92,23.2133,44328525.0 +472,2019-01-18,23.3333,23.3333,19.982,20.3133,289579830.0 +473,2019-01-22,20.2667,20.5667,19.7,19.9407,146101185.0 +474,2019-01-23,19.6267,19.7193,18.7793,19.1713,148002600.0 +475,2019-01-24,19.1833,19.5787,18.6187,19.2667,92497140.0 +476,2019-01-25,19.4653,19.9013,19.3033,19.7413,83032155.0 +477,2019-01-28,19.6867,19.85,19.1833,19.6407,75093600.0 +478,2019-01-29,19.6,19.9293,19.4533,19.8727,55303035.0 +479,2019-01-30,19.9527,21.2,19.3673,19.6,128510025.0 +480,2019-01-31,19.7407,20.7713,19.4767,20.3073,150214920.0 +481,2019-02-01,20.396,21.0733,20.2333,20.8,88314525.0 +482,2019-02-04,20.7327,21.02,20.1253,20.8213,91278885.0 +483,2019-02-05,20.8327,21.496,20.7707,21.4327,80787765.0 +484,2019-02-06,21.4233,21.616,21.0413,21.1333,61091385.0 +485,2019-02-07,21.0667,21.0807,20.2,20.4027,79000440.0 +486,2019-02-08,20.308,20.53,19.9,20.3433,69815910.0 +487,2019-02-11,20.3887,21.24,20.3887,20.8333,88060125.0 +488,2019-02-12,21.0667,21.2127,20.6413,20.7,65880930.0 +489,2019-02-13,20.8147,20.9,20.3713,20.48,59951655.0 +490,2019-02-14,20.5147,20.58,20.0667,20.2333,61683570.0 +491,2019-02-15,20.3,20.5587,20.26,20.5293,46719975.0 +492,2019-02-19,20.4667,20.77,20.3007,20.44,48097965.0 +493,2019-02-20,20.4833,20.614,19.9167,20.1467,84401340.0 +494,2019-02-21,20.1927,20.24,19.3667,19.4933,107646420.0 +495,2019-02-22,19.6,19.7667,19.4153,19.6667,68671965.0 +496,2019-02-25,19.7793,20.194,18.8327,19.2,81461385.0 +497,2019-02-26,19.2333,20.134,19.164,19.868,104134410.0 +498,2019-02-27,19.8307,21.0867,19.8307,21.0307,137486940.0 +499,2019-02-28,21.0307,21.578,20.4533,20.6267,128665170.0 +500,2019-03-01,20.6667,20.6667,19.46,19.6027,274694670.0 +501,2019-03-04,19.8,20.0513,18.852,19.062,200186820.0 +502,2019-03-05,19.1587,19.2333,18.0067,18.4833,224784825.0 +503,2019-03-06,18.5333,18.7673,18.2927,18.4533,130688295.0 +504,2019-03-07,18.4,18.98,18.2833,18.6333,117750495.0 +505,2019-03-08,18.5867,19.0393,18.222,18.96,109426785.0 +506,2019-03-11,19.0667,19.4187,18.64,19.35,91647090.0 +507,2019-03-12,19.35,19.4433,18.7373,18.8567,94183110.0 +508,2019-03-13,18.7673,19.466,18.74,19.29,84463050.0 +509,2019-03-14,19.3327,19.6927,19.076,19.2467,87638685.0 +510,2019-03-15,19.1333,19.1333,18.2933,18.358,181501410.0 +511,2019-03-18,18.5,18.5367,17.82,17.9,126356685.0 +512,2019-03-19,17.8733,18.22,17.564,17.8767,147554025.0 +513,2019-03-20,17.926,18.3313,17.7533,18.2633,87481035.0 +514,2019-03-21,18.2607,18.43,17.8967,18.3267,73793190.0 +515,2019-03-22,18.324,18.3933,17.6,17.6233,107444580.0 +516,2019-03-25,17.5753,17.6,16.964,17.424,125519295.0 +517,2019-03-26,17.5153,18.0173,17.5153,17.8833,90114720.0 +518,2019-03-27,17.9,18.358,17.764,18.3173,111765915.0 +519,2019-03-28,18.322,18.6887,18.2753,18.6267,84429480.0 +520,2019-03-29,18.608,18.6773,18.3,18.6533,74496975.0 +521,2019-04-01,18.8133,19.28,18.7333,19.2133,100487535.0 +522,2019-04-02,19.2067,19.296,18.9253,19.1567,67021665.0 +523,2019-04-03,19.252,19.7447,19.0733,19.428,98939940.0 +524,2019-04-04,18.322,18.4,17.34,17.8667,265556415.0 +525,2019-04-05,17.9733,18.4067,17.7407,18.3267,155499960.0 +526,2019-04-08,18.4333,18.744,18.0293,18.2667,129487440.0 +527,2019-04-09,18.314,18.3333,17.974,18.154,72568875.0 +528,2019-04-10,18.2333,18.65,18.184,18.44,87333435.0 +529,2019-04-11,18.3953,18.45,17.5467,17.9267,115465245.0 +530,2019-04-12,17.9467,18.13,17.7887,17.8347,83273295.0 +531,2019-04-15,17.8333,17.93,17.242,17.7667,121678560.0 +532,2019-04-16,17.7973,18.3333,17.648,18.1867,89589750.0 +533,2019-04-17,18.3133,18.3267,17.902,18.08,61218300.0 +534,2019-04-18,18.0,18.3227,17.8993,18.1987,65756700.0 +535,2019-04-22,17.9933,17.9933,17.4813,17.5033,150683310.0 +536,2019-04-23,17.5867,17.7067,17.05,17.5867,131710980.0 +537,2019-04-24,17.5733,17.7333,16.7027,17.2167,127073520.0 +538,2019-04-25,17.0467,17.2667,16.4047,16.486,265586880.0 +539,2019-04-26,16.5467,16.636,15.4087,15.866,272603400.0 +540,2019-04-29,15.9127,16.2653,15.478,16.0313,211597680.0 +541,2019-04-30,16.0487,16.2807,15.8,15.9233,114634905.0 +542,2019-05-01,15.9133,16.0,15.4333,15.5833,130472910.0 +543,2019-05-02,15.596,16.6367,15.3667,16.3667,221207520.0 +544,2019-05-03,16.4653,17.1073,16.0667,17.0,285771600.0 +545,2019-05-06,16.6667,17.2233,16.4913,16.9407,129715710.0 +546,2019-05-07,17.022,17.2833,16.34,16.4733,121401255.0 +547,2019-05-08,16.6487,16.7067,16.208,16.2207,70776975.0 +548,2019-05-09,16.1733,16.2453,15.796,16.0773,79827930.0 +549,2019-05-10,16.132,16.1973,15.7347,15.9333,85723890.0 +550,2019-05-13,15.8213,16.0073,14.9667,15.0833,123465510.0 +551,2019-05-14,15.1833,15.6333,15.1653,15.4833,83553315.0 +552,2019-05-15,15.5333,15.5727,15.0167,15.4067,87076290.0 +553,2019-05-16,15.39,15.5327,15.1,15.18,85589625.0 +554,2019-05-17,15.1333,15.1467,13.928,14.0007,213667560.0 +555,2019-05-20,14.0,14.1187,13.0167,13.622,241324890.0 +556,2019-05-21,13.5987,13.8267,13.0693,13.4467,221423400.0 +557,2019-05-22,13.3867,13.6667,12.7073,12.71,223585785.0 +558,2019-05-23,12.6533,13.3067,12.1253,13.0633,313514490.0 +559,2019-05-24,13.1993,13.5807,12.5833,12.6467,172574760.0 +560,2019-05-28,12.7907,13.0,12.5233,12.6327,121369680.0 +561,2019-05-29,12.5573,12.826,12.336,12.6773,147665835.0 +562,2019-05-30,12.6,12.8173,12.468,12.484,96234330.0 +563,2019-05-31,12.4533,12.662,12.2,12.396,126511080.0 +564,2019-06-03,12.2773,12.4453,11.7993,11.9633,162149595.0 +565,2019-06-04,11.9933,12.9867,11.974,12.9473,168287700.0 +566,2019-06-05,13.0773,13.4187,12.7893,13.0387,170547300.0 +567,2019-06-06,13.2133,14.0667,13.106,13.76,239261910.0 +568,2019-06-07,13.8293,14.0567,13.566,13.6107,185291190.0 +569,2019-06-10,13.6753,14.4627,13.6753,14.35,120507465.0 +570,2019-06-11,14.4333,15.2493,14.2333,15.0207,136661955.0 +571,2019-06-12,15.0207,15.0967,13.9067,13.9867,182775390.0 +572,2019-06-13,14.0,14.3267,13.834,14.1653,101617290.0 +573,2019-06-14,14.2147,14.4433,13.9413,14.3327,88657065.0 +574,2019-06-17,14.4193,15.1333,14.2733,15.0333,149330235.0 +575,2019-06-18,15.0833,15.6493,14.8373,15.0133,152172840.0 +576,2019-06-19,15.0887,15.1847,14.7373,15.1307,79817250.0 +577,2019-06-20,15.2,15.3493,14.4233,14.6333,145668465.0 +578,2019-06-21,14.6267,14.812,14.3667,14.7667,91318920.0 +579,2019-06-24,14.7667,15.0573,14.7347,14.9533,69803340.0 +580,2019-06-25,14.9007,15.0227,14.6327,14.6733,71846805.0 +581,2019-06-26,14.7993,15.1487,14.4353,14.5587,101637405.0 +582,2019-06-27,14.5593,14.8793,14.4747,14.8533,73779210.0 +583,2019-06-28,14.814,15.0113,14.6753,14.93,76459620.0 +584,2019-07-01,15.1133,15.54,15.0853,15.2,102639255.0 +585,2019-07-02,15.2,16.3327,14.8147,16.0333,112517325.0 +586,2019-07-03,15.9333,16.1333,15.6,15.6233,171219210.0 +587,2019-07-05,15.6913,15.7147,15.3867,15.5167,85099530.0 +588,2019-07-08,15.5333,15.5333,15.244,15.35,71488095.0 +589,2019-07-09,15.28,15.4,15.152,15.35,74145135.0 +590,2019-07-10,15.4,15.9333,15.3753,15.92,109079265.0 +591,2019-07-11,15.9393,16.1,15.72,15.8733,87319530.0 +592,2019-07-12,15.902,16.4127,15.902,16.4127,95006310.0 +593,2019-07-15,16.4667,16.9613,16.324,16.8533,129415845.0 +594,2019-07-16,16.8333,16.902,16.5287,16.7833,94476000.0 +595,2019-07-17,16.8253,17.2207,16.8253,16.96,105617190.0 +596,2019-07-18,16.972,17.05,16.792,16.9667,56868000.0 +597,2019-07-19,16.9973,17.3307,16.9747,17.1913,85749975.0 +598,2019-07-22,17.2,17.48,16.946,17.0667,83095470.0 +599,2019-07-23,17.1,17.3653,16.9667,17.3127,54661110.0 +600,2019-07-24,17.3167,17.88,15.5333,15.7133,130306335.0 +601,2019-07-25,15.72,15.8,15.0367,15.1693,270950850.0 +602,2019-07-26,15.2453,15.3507,14.8167,15.1407,118829130.0 +603,2019-07-29,15.1667,15.7293,15.0,15.6747,113923785.0 +604,2019-07-30,15.6747,16.224,15.4467,16.102,96458760.0 +605,2019-07-31,16.1347,16.4453,15.7767,16.0727,111596460.0 +606,2019-08-01,16.154,16.3007,15.4513,15.5467,98159715.0 +607,2019-10-10,16.2667,16.6187,16.1053,16.3933,71848110.0 +608,2019-10-11,16.438,16.7387,16.316,16.5667,99881625.0 +609,2019-10-14,16.4853,17.2367,16.4667,17.1507,120297450.0 +610,2019-10-15,17.1433,17.3333,16.9413,17.1667,74867415.0 +611,2019-10-16,17.1333,17.4733,17.0667,17.32,76111920.0 +612,2019-10-17,17.3587,17.652,17.2667,17.46,54637350.0 +613,2019-10-18,17.42,17.52,17.0067,17.1067,67372005.0 +614,2019-10-21,17.2,17.3,16.6787,16.964,59437185.0 +615,2019-10-22,16.9133,17.222,16.7233,17.0,51015450.0 +616,2019-10-23,16.928,20.5667,16.7567,20.4,126354015.0 +617,2019-10-24,20.074,20.3287,19.28,19.9333,333785415.0 +618,2019-10-25,19.816,22.0,19.7407,21.828,346900110.0 +619,2019-10-28,21.82,22.7227,21.5067,21.8533,217401990.0 +620,2019-10-29,21.8,21.8,20.9333,20.972,148391235.0 +621,2019-10-30,20.8,21.2527,20.6647,21.0267,110357760.0 +622,2019-10-31,21.0,21.2667,20.85,20.968,57293355.0 +623,2019-11-01,21.01,21.158,20.6533,20.87,74996490.0 +624,2019-11-04,20.9333,21.4627,20.6173,21.19,107054385.0 +625,2019-11-05,21.268,21.5673,21.074,21.1407,80141085.0 +626,2019-11-06,21.1267,21.8033,20.9667,21.742,94473615.0 +627,2019-11-07,21.8373,22.7667,21.8373,22.412,170876115.0 +628,2019-11-08,22.3333,22.4973,22.1667,22.45,70916190.0 +629,2019-11-11,22.3873,23.2793,22.3667,23.0087,115064865.0 +630,2019-11-12,23.0333,23.358,22.936,23.3133,83768280.0 +631,2019-11-13,23.4,23.7867,23.012,23.0667,95754555.0 +632,2019-11-14,23.0073,23.5893,22.8607,23.28,73642995.0 +633,2019-11-15,23.3467,23.52,23.224,23.4547,53228490.0 +634,2019-11-18,23.4547,23.6467,23.0733,23.3327,47569800.0 +635,2019-11-19,23.3373,23.9993,23.1867,23.934,88743975.0 +636,2019-11-20,23.8533,24.1807,23.3047,23.4733,73837815.0 +637,2019-11-21,23.4813,24.056,23.4813,23.8067,67119255.0 +638,2019-11-22,23.3933,23.6553,22.0,22.2067,185281845.0 +639,2019-11-25,22.84,23.3073,22.2973,22.4293,136063125.0 +640,2019-11-26,22.4613,22.4613,21.8067,21.9867,85639260.0 +641,2019-11-27,21.9867,22.262,21.9047,22.0,60248265.0 +642,2019-11-29,22.0713,22.2,21.8333,22.0027,26162310.0 +643,2019-12-02,22.0933,22.426,21.9,22.25,65817750.0 +644,2019-12-03,22.4087,22.5667,22.0333,22.4253,71516535.0 +645,2019-12-04,22.4327,22.5747,22.186,22.2187,52213935.0 +646,2019-12-05,22.2347,22.3333,21.8167,22.26,39315060.0 +647,2019-12-06,22.2667,22.5907,22.2667,22.3927,87443550.0 +648,2019-12-09,22.4,22.9633,22.3387,22.6527,97238610.0 +649,2019-12-10,22.6353,23.382,22.4667,23.2667,94475535.0 +650,2019-12-11,23.276,23.8127,23.276,23.6387,75745965.0 +651,2019-12-12,23.6667,24.1827,23.5487,24.04,86341350.0 +652,2019-12-13,24.08,24.3473,23.6427,23.9187,73028070.0 +653,2019-12-16,23.9333,25.574,23.9333,25.204,196900605.0 +654,2019-12-17,25.3127,25.7,25.06,25.268,88895370.0 +655,2019-12-18,25.1333,26.348,25.1333,26.24,159076170.0 +656,2019-12-19,26.1447,27.1233,26.12,26.992,195368595.0 +657,2019-12-20,27.0,27.5333,26.6787,27.0667,162292950.0 +658,2019-12-23,27.2007,28.134,27.2007,27.9793,147161505.0 +659,2019-12-24,28.0653,28.392,27.512,28.3533,92001720.0 +660,2019-12-26,28.3533,28.8987,28.3533,28.7667,118997565.0 +661,2019-12-27,28.772,29.1453,28.4073,28.7167,110319030.0 +662,2019-12-30,28.7847,28.89,27.2833,27.4833,140912100.0 +663,2019-12-31,27.6,28.086,26.8053,27.9,115227540.0 +664,2020-01-02,28.0607,28.7993,27.8887,28.7867,105742830.0 +665,2020-01-03,28.4267,30.2667,28.1007,29.4607,201368895.0 +666,2020-01-06,29.2007,30.1333,29.1667,30.1333,114317175.0 +667,2020-01-07,30.2633,31.442,30.1673,30.5,200288085.0 +668,2020-01-08,31.06,33.2327,30.9187,33.07,348554655.0 +669,2020-01-09,32.68,33.2867,31.5247,32.008,308683530.0 +670,2020-01-10,32.2667,32.6167,31.58,31.866,142140990.0 +671,2020-01-13,32.206,35.496,32.206,35.4413,296673120.0 +672,2020-01-14,35.428,36.5,34.9933,35.7653,313603800.0 +673,2020-01-15,35.8667,35.8667,34.452,34.65,189689685.0 +674,2020-01-16,33.5533,34.2973,32.8113,34.174,234395160.0 +675,2020-01-17,34.2687,34.5533,33.2587,33.6067,149312700.0 +676,2020-01-21,33.8733,37.0067,33.7733,36.95,189698280.0 +677,2020-01-22,37.134,39.6333,37.134,38.1333,324324630.0 +678,2020-01-23,37.97,38.8,37.0367,38.0407,203213130.0 +679,2020-01-24,38.296,38.6533,36.9507,37.2667,148648650.0 +680,2020-01-27,36.92,37.6293,35.9207,37.3333,139065495.0 +681,2020-01-28,37.442,38.454,37.2053,38.1,125302140.0 +682,2020-01-29,38.148,43.9867,37.8287,43.2333,183743490.0 +683,2020-01-30,42.74,43.392,41.2,42.9407,273085440.0 +684,2020-01-31,42.6667,43.5333,42.0013,43.05,158981265.0 +685,2020-02-03,43.2667,52.4533,43.0067,51.0667,475263390.0 +686,2020-02-04,52.3667,64.5993,52.3667,60.2667,552886995.0 +687,2020-02-05,56.6667,58.9333,46.9407,48.5,464742915.0 +688,2020-02-06,49.0,53.0553,45.8,49.4,383700900.0 +689,2020-02-07,49.2,51.3167,48.2,49.7073,168028710.0 +690,2020-02-10,50.3333,54.666,50.16,51.5733,240893220.0 +691,2020-02-11,52.2,52.432,50.5333,51.3333,115196955.0 +692,2020-02-12,51.9993,52.65,49.55,50.1333,117541665.0 +693,2020-02-13,50.0667,54.5333,47.4667,53.3333,259599570.0 +694,2020-02-14,53.6,54.2,51.6667,53.5,160881435.0 +695,2020-02-18,52.5333,59.3193,51.6673,58.8007,168671805.0 +696,2020-02-19,59.3333,62.9853,59.3333,60.47,249771750.0 +697,2020-02-20,60.6333,61.08,57.3287,59.3333,181159170.0 +698,2020-02-21,60.3133,61.2,58.6,59.9213,149621535.0 +699,2020-02-24,58.2327,58.234,54.8133,56.2667,148606905.0 +700,2020-02-25,56.3333,57.1067,52.4667,52.7333,168777675.0 +701,2020-02-26,52.1707,54.2207,50.6467,51.2667,136474050.0 +702,2020-02-27,51.2,51.532,42.8333,43.668,249019995.0 +703,2020-02-28,43.0,46.0347,40.768,44.9987,257814675.0 +704,2020-03-02,47.1507,51.3333,44.1333,51.2667,206093775.0 +705,2020-03-03,51.8447,54.6793,47.7407,48.7333,250127055.0 +706,2020-03-04,50.3333,52.734,48.3153,49.62,154058295.0 +707,2020-03-05,49.0733,49.7167,47.4673,48.0,108482445.0 +708,2020-03-06,47.2,47.4667,45.1327,46.05,123425130.0 +709,2020-03-09,43.6447,44.2,40.0,42.3867,175009290.0 +710,2020-03-10,42.8873,45.4,40.5333,41.6867,161919360.0 +711,2020-03-11,41.6,43.572,40.8667,42.2067,140357565.0 +712,2020-03-12,40.566,40.7433,34.08,34.6,197614035.0 +713,2020-03-13,37.4667,40.5307,33.4667,35.6,239295285.0 +714,2020-03-16,33.7667,33.7667,28.6667,30.2,221492175.0 +715,2020-03-17,31.4667,32.1333,26.4,27.1707,261417435.0 +716,2020-03-18,26.8667,26.9907,23.3673,24.8667,265132005.0 +717,2020-03-19,24.3333,30.1333,23.4,26.2667,328591200.0 +718,2020-03-20,28.0,31.8,27.8387,28.252,307001235.0 +719,2020-03-23,27.66,30.2,27.0667,29.692,178044150.0 +720,2020-03-24,30.3333,35.6,30.1467,33.9987,237852525.0 +721,2020-03-25,36.5333,37.9333,33.9933,36.0007,218541390.0 +722,2020-03-26,35.2433,37.3333,34.15,35.1333,179456955.0 +723,2020-03-27,34.5307,35.0533,32.9353,33.9333,148377030.0 +724,2020-03-30,33.6667,34.76,32.7487,33.5333,119682195.0 +725,2020-03-31,33.9333,36.1973,33.0067,34.3667,188997660.0 +726,2020-04-01,33.7253,34.264,31.6733,32.3727,138967425.0 +727,2020-04-02,32.6,36.5313,29.76,35.6667,203988075.0 +728,2020-04-03,35.2,35.4,31.226,31.6667,241104990.0 +729,2020-04-06,33.6667,34.7333,33.1973,34.2,150877275.0 +730,2020-04-07,35.3333,37.6667,35.2227,36.658,187243695.0 +731,2020-04-08,36.5847,37.7333,35.5553,36.7293,135389595.0 +732,2020-04-09,37.036,39.8,36.094,39.6333,140315520.0 +733,2020-04-13,39.2,45.22,38.414,44.8987,232627920.0 +734,2020-04-14,45.3433,49.9993,45.0733,49.7667,300642825.0 +735,2020-04-15,49.3993,50.8,47.3333,47.5667,231622050.0 +736,2020-04-16,48.7773,52.7333,47.114,51.6667,211446420.0 +737,2020-04-17,51.8,52.3587,49.844,50.102,132770940.0 +738,2020-04-20,50.08,51.038,47.4807,49.8667,152149290.0 +739,2020-04-21,49.2,50.222,44.9193,46.0007,202718685.0 +740,2020-04-22,46.8,49.344,45.2327,48.2533,145122495.0 +741,2020-04-23,48.4,49.1267,46.4,46.4613,136673115.0 +742,2020-04-24,46.4667,48.7153,46.4667,48.3333,139092495.0 +743,2020-04-27,49.07,53.7787,48.9673,52.1373,202881945.0 +744,2020-04-28,52.4733,53.6667,50.446,51.786,155158260.0 +745,2020-04-29,52.1333,59.126,51.0067,58.0667,158846565.0 +746,2020-04-30,57.6333,58.4,50.6667,51.0,272728890.0 +747,2020-05-01,50.9733,51.518,45.536,47.2,325839930.0 +748,2020-05-04,47.2,51.2667,45.4667,51.2667,191118300.0 +749,2020-05-05,52.1333,53.2613,50.812,51.6333,175710750.0 +750,2020-05-06,51.9967,52.6533,50.7407,51.9667,113329740.0 +751,2020-05-07,52.3407,53.0933,51.1333,52.2333,118667010.0 +752,2020-05-08,52.4333,55.0667,52.4327,54.6,160369815.0 +753,2020-05-11,54.0333,54.9333,52.3333,54.0807,171898425.0 +754,2020-05-12,53.8573,56.2193,52.9933,53.0267,163140435.0 +755,2020-05-13,53.5773,55.1733,50.8867,53.3193,197153685.0 +756,2020-05-14,53.3333,53.9333,50.9333,53.5333,134271540.0 +757,2020-05-15,53.7333,53.7333,52.1633,53.24,107025660.0 +758,2020-05-18,54.018,55.6487,53.592,54.1,119931690.0 +759,2020-05-19,54.5333,54.8047,53.6667,54.0733,98436405.0 +760,2020-05-20,54.4,55.0667,54.12,54.3007,70987260.0 +761,2020-05-21,54.078,55.5,53.0667,55.0333,125158530.0 +762,2020-05-22,54.4667,55.452,54.1333,54.5067,102896430.0 +763,2020-05-26,55.6293,55.92,54.38,54.6653,77548890.0 +764,2020-05-27,54.4667,55.1807,52.3333,54.2933,115787835.0 +765,2020-05-28,54.2833,54.9833,53.446,53.8,73302210.0 +766,2020-05-29,54.1587,56.1833,53.614,56.1833,122263095.0 +767,2020-06-01,56.6667,60.2,56.6,59.1333,145189200.0 +768,2020-06-02,59.2333,60.5773,58.0667,58.8,132256140.0 +769,2020-06-03,58.8,59.8627,58.6733,58.8747,80101050.0 +770,2020-06-04,59.0513,59.7167,57.2293,57.7333,88832985.0 +771,2020-06-05,58.2907,59.1227,57.7467,58.99,78301965.0 +772,2020-06-08,58.6667,63.8327,58.6,62.9667,141366735.0 +773,2020-06-09,62.6667,63.6293,61.5953,62.466,115863015.0 +774,2020-06-10,62.6,68.8,62.3333,67.3,174956610.0 +775,2020-06-11,66.6667,67.9307,64.276,65.0,156858300.0 +776,2020-06-12,63.8627,66.134,60.8373,61.2367,162138555.0 +777,2020-06-15,60.2,66.5893,59.7607,66.2707,155522580.0 +778,2020-06-16,66.6,67.99,64.1593,65.2667,133777140.0 +779,2020-06-17,65.8667,67.0,65.134,65.7667,100027320.0 +780,2020-06-18,66.4,67.9467,66.298,67.466,97189380.0 +781,2020-06-19,67.5653,67.9833,66.0667,66.1267,83171715.0 +782,2020-06-22,66.7827,67.2587,66.0013,66.6,64500420.0 +783,2020-06-23,66.846,67.4667,66.2673,66.4667,64613580.0 +784,2020-06-24,66.2673,66.726,63.4,63.4,106925520.0 +785,2020-06-25,63.3333,66.1867,62.4767,66.1333,92884695.0 +786,2020-06-26,65.7753,66.5333,63.658,63.7267,83687025.0 +787,2020-06-29,64.2667,67.4267,63.2347,67.1667,85269270.0 +788,2020-06-30,66.9087,72.5127,66.7333,71.6867,166442490.0 +789,2020-07-01,72.194,75.95,71.0667,75.866,123111735.0 +790,2020-07-02,76.3847,82.1333,76.3847,80.88,154935240.0 +791,2020-07-06,83.34,95.7967,82.8673,95.484,175538805.0 +792,2020-07-07,95.1933,95.3,89.114,92.0667,167984835.0 +793,2020-07-08,92.0773,94.484,87.4227,90.7353,137422935.0 +794,2020-07-09,91.6667,93.9047,90.0853,92.9,99822150.0 +795,2020-07-10,92.5333,103.5327,91.734,102.8,196613790.0 +796,2020-07-13,105.6433,119.666,96.6667,101.9333,293325390.0 +797,2020-07-14,102.5353,107.5247,95.4,104.402,191646180.0 +798,2020-07-15,105.0667,106.332,97.1327,100.7333,128684670.0 +799,2020-07-16,100.32,102.114,96.2673,99.2027,124492275.0 +800,2020-07-17,99.8593,102.5007,99.3333,100.452,78639675.0 +801,2020-07-20,99.8293,111.7267,99.2,110.8667,137656275.0 +802,2020-07-21,112.0,113.2,103.8667,105.3333,131882220.0 +803,2020-07-22,105.6667,114.4313,103.5933,110.4667,106352115.0 +804,2020-07-23,112.0013,112.6,98.706,98.966,187476870.0 +805,2020-07-24,98.0973,98.132,91.1027,93.4667,157381425.0 +806,2020-07-27,94.7667,103.2667,91.6667,102.8667,129609780.0 +807,2020-07-28,101.0667,104.314,98.0053,98.084,135868020.0 +808,2020-07-29,99.2013,102.3207,98.4327,100.0767,81939615.0 +809,2020-07-30,99.52,100.8833,98.008,100.4,65301720.0 +810,2020-07-31,99.9733,101.8667,94.732,95.0333,103662660.0 +811,2020-08-03,96.6667,100.6547,96.2,99.0,73760145.0 +812,2020-08-04,99.01,101.8273,97.4667,99.4667,72451020.0 +813,2020-08-05,100.0,100.5333,97.8873,98.8,40635945.0 +814,2020-08-06,98.5333,101.154,98.1727,99.4933,49976850.0 +815,2020-08-07,99.0,100.1987,94.334,96.7333,72015780.0 +816,2020-08-10,96.9987,97.2653,92.3893,94.2,60084135.0 +817,2020-08-11,95.1993,99.3333,90.9993,97.5487,67698210.0 +818,2020-08-12,97.7433,105.6667,95.6667,104.3333,173744580.0 +819,2020-08-13,104.7333,110.0,104.132,109.0,165591105.0 +820,2020-08-14,108.8667,112.2667,108.4427,109.754,101037135.0 +821,2020-08-17,110.82,123.0573,110.82,122.4,156188385.0 +822,2020-08-18,123.9253,129.2673,122.376,126.3333,123741405.0 +823,2020-08-19,127.2,127.8,122.7473,124.6667,94184685.0 +824,2020-08-20,124.6,134.7993,123.7333,133.9993,159074805.0 +825,2020-08-21,135.9967,139.6993,134.2013,136.1667,166461210.0 +826,2020-08-24,138.6673,142.6667,128.5313,133.3347,150696765.0 +827,2020-08-25,135.4667,136.6,130.9333,136.5333,80517750.0 +828,2020-08-26,136.9333,144.8833,135.7333,142.8,105153030.0 +829,2020-08-27,143.6,153.04,142.5333,149.8,180878220.0 +830,2020-08-28,150.666,154.566,145.8373,147.7993,145062675.0 +831,2020-08-31,156.0333,172.6667,146.0333,171.5833,248705622.0 +832,2020-09-01,176.68,179.5833,156.8367,160.33,177822417.0 +833,2020-09-02,162.0067,164.2667,135.04,145.7533,188849097.0 +834,2020-09-03,146.0,146.1,126.6667,126.8,180565761.0 +835,2020-09-04,131.5,142.6667,124.0067,130.5,231814941.0 +836,2020-09-08,130.3333,131.6667,102.6667,108.05,247260840.0 +837,2020-09-09,113.3,125.2667,112.5767,124.9933,168193332.0 +838,2020-09-10,122.0,132.9967,120.1667,125.2,188312610.0 +839,2020-09-11,127.3333,129.52,120.1667,124.5833,137663229.0 +840,2020-09-14,127.7333,142.9167,124.4333,141.15,181388055.0 +841,2020-09-15,142.7733,153.98,141.75,148.6667,210951363.0 +842,2020-09-16,151.6667,152.6167,144.4467,148.2467,165125403.0 +843,2020-09-17,142.88,147.2533,136.0,141.2333,170581353.0 +844,2020-09-18,142.6667,150.3333,142.1533,149.8333,191458605.0 +845,2020-09-21,148.2333,151.9,135.69,141.0133,235264287.0 +846,2020-09-22,143.5767,149.3333,130.5033,131.6933,168209415.0 +847,2020-09-23,132.9267,141.3767,121.67,122.61,197688879.0 +848,2020-09-24,124.62,133.1667,117.1,131.25,219102480.0 +849,2020-09-25,130.5,136.4733,128.3667,135.2667,148599174.0 +850,2020-09-28,138.68,142.7567,138.3333,139.9333,102743079.0 +851,2020-09-29,139.6967,142.8167,135.3333,139.4033,105701094.0 +852,2020-09-30,138.0,144.6433,137.0033,143.9,101027403.0 +853,2020-10-01,144.6667,149.6267,144.4467,147.6,108278334.0 +854,2020-10-02,143.3233,146.3767,135.8333,137.0667,153489573.0 +855,2020-10-05,141.41,144.5467,138.7067,140.7267,95763156.0 +856,2020-10-06,140.6667,142.9267,135.35,137.74,106731042.0 +857,2020-10-07,139.65,143.3,137.95,142.45,93197385.0 +858,2020-10-08,143.5,146.3967,141.7667,143.25,87453252.0 +859,2020-10-09,143.25,144.8633,142.1533,144.8233,62810682.0 +860,2020-10-12,145.49,149.58,145.0267,147.3967,83716995.0 +861,2020-10-13,147.1667,149.63,145.5333,149.3067,73758798.0 +862,2020-10-14,149.3333,155.3,148.5,153.45,103619673.0 +863,2020-10-15,150.9833,153.3333,147.34,148.9167,76002600.0 +864,2020-10-16,149.6267,151.9833,145.6667,146.0667,70403769.0 +865,2020-10-19,148.6667,149.5833,142.9567,144.4833,79414086.0 +866,2020-10-20,145.3,146.2767,139.6833,141.5333,66908925.0 +867,2020-10-21,141.6,147.2833,140.0033,145.4367,65343702.0 +868,2020-10-22,145.65,148.6667,141.5033,142.1633,85645152.0 +869,2020-10-23,142.28,142.28,135.7933,140.1667,68631111.0 +870,2020-10-26,137.6667,141.92,136.6667,138.8333,60391515.0 +871,2020-10-27,139.0,143.5,139.0,140.55,47481831.0 +872,2020-10-28,140.0,140.4,134.3733,135.8367,50498646.0 +873,2020-10-29,137.1333,139.3533,135.1,135.5333,46622136.0 +874,2020-10-30,134.3433,136.9433,126.37,129.0,87711978.0 +875,2020-11-02,130.2667,135.66,129.0,133.6667,62289972.0 +876,2020-11-03,134.1033,142.59,134.1033,141.5333,74676897.0 +877,2020-11-04,141.3,145.8833,139.0333,140.8,66091209.0 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+785,2013-12-26,10.21,10.5333,10.1767,10.4067,118942500.0 +786,2013-12-27,10.368,10.4527,10.0333,10.0333,93999000.0 +787,2013-12-30,10.0747,10.3207,10.0333,10.1533,74286000.0 +788,2013-12-31,10.1993,10.2627,9.9107,10.0327,72408000.0 +789,2014-01-02,10.04,10.1653,9.77,10.0093,102918000.0 +790,2014-01-03,10.0067,10.1467,9.9067,9.932,78061500.0 +791,2014-01-06,10.0,10.032,9.682,9.776,89131500.0 +792,2014-01-07,9.8,10.0267,9.6833,9.9207,83844000.0 +793,2014-01-08,9.9573,10.2467,9.8673,10.1,101304000.0 +794,2014-01-09,10.0933,10.2287,9.79,9.8567,88711500.0 +795,2014-01-10,9.874,9.9667,9.4833,9.73,126364500.0 +796,2014-01-13,9.76,9.8,9.188,9.3167,84717000.0 +797,2014-01-14,9.2933,11.172,9.1113,11.0167,379350000.0 +798,2014-01-15,10.98,11.4907,10.8067,10.942,274327500.0 +799,2014-01-16,11.026,11.5133,10.7773,11.452,160425000.0 +800,2014-01-17,11.4147,11.5467,11.1967,11.36,124987500.0 +801,2014-01-21,11.3333,11.8193,11.3,11.7867,130549500.0 +802,2014-01-22,11.9833,12.0213,11.6507,11.904,90628500.0 +803,2014-01-23,11.8133,12.1587,11.5613,12.0,104628000.0 +804,2014-01-24,11.862,12.0333,11.554,11.5667,101746500.0 +805,2014-01-27,11.7,11.8613,10.9807,11.1867,115896000.0 +806,2014-01-28,11.308,11.9593,11.2927,11.9593,80989500.0 +807,2014-01-29,11.9287,11.9393,11.542,11.7867,77025000.0 +808,2014-01-30,11.6833,12.3187,11.6833,12.2333,107673000.0 +809,2014-01-31,12.3333,12.4,11.9007,12.0773,84319500.0 +810,2014-02-03,11.6667,12.3253,11.6667,11.8187,89644500.0 +811,2014-02-04,11.8,12.1067,11.7467,11.922,62623500.0 +812,2014-02-05,11.87,12.0393,11.2907,11.6533,93388500.0 +813,2014-02-06,11.668,12.0073,11.628,11.8953,73384500.0 +814,2014-02-07,12.032,12.488,11.9,12.4733,117148500.0 +815,2014-02-10,12.5627,13.2867,12.42,13.1027,164770500.0 +816,2014-02-11,13.2,13.48,12.8467,12.9733,140068500.0 +817,2014-02-12,13.1067,13.218,12.9547,13.0007,66439500.0 +818,2014-02-13,12.9333,13.5147,12.684,13.1313,105280500.0 +819,2014-02-14,13.2073,13.4587,13.1273,13.1933,80040000.0 +820,2014-02-18,13.1333,13.8833,13.1333,13.5567,117477000.0 +821,2014-02-19,13.6893,15.0,12.8867,14.5393,202486500.0 +822,2014-02-20,14.446,14.5667,13.7513,13.968,231760500.0 +823,2014-02-21,14.0327,14.2653,13.946,13.9947,102037500.0 +824,2014-02-24,13.98,14.5573,13.876,14.4867,108903000.0 +825,2014-02-25,14.6533,17.28,14.6533,16.8467,420369000.0 +826,2014-02-26,16.9333,17.6667,16.3693,17.44,312486000.0 +827,2014-02-27,17.5333,17.83,16.5553,16.804,223077000.0 +828,2014-02-28,16.9333,16.94,16.17,16.2567,180037500.0 +829,2014-03-03,15.4667,16.7767,15.4667,16.6667,165219000.0 +830,2014-03-04,16.91,17.386,16.8553,16.964,108879000.0 +831,2014-03-05,17.2,17.2653,16.7867,16.82,72594000.0 +832,2014-03-06,16.9333,17.1667,16.63,16.86,94290000.0 +833,2014-03-07,16.8667,16.99,16.294,16.3767,95437500.0 +834,2014-03-10,16.27,16.4387,15.7373,15.8193,97983000.0 +835,2014-03-11,15.8333,16.3067,15.4953,15.5033,109213500.0 +836,2014-03-12,15.4733,16.2993,15.2647,16.1927,123525000.0 +837,2014-03-13,16.248,16.33,15.6,15.7667,79090500.0 +838,2014-03-14,15.6467,15.8527,15.2213,15.3333,103077000.0 +839,2014-03-17,15.51,15.862,15.3667,15.7067,76896000.0 +840,2014-03-18,15.7047,16.1,15.6,16.0467,78610500.0 +841,2014-03-19,16.1613,16.2133,15.5673,15.72,62955000.0 +842,2014-03-20,15.7333,15.95,15.5573,15.6133,47638500.0 +843,2014-03-21,15.7333,15.76,15.1667,15.18,104617500.0 +844,2014-03-24,15.3867,15.4173,14.018,14.7233,142279500.0 +845,2014-03-25,14.746,15.1367,14.5267,14.7193,99859500.0 +846,2014-03-26,14.8113,14.9333,14.09,14.1793,87933000.0 +847,2014-03-27,14.1347,14.252,13.5333,13.7153,120972000.0 +848,2014-03-28,13.7367,14.448,13.734,14.294,125509500.0 +849,2014-03-31,14.3267,14.4513,13.7593,13.8533,106504500.0 +850,2014-04-01,13.88,14.544,13.8667,14.528,93630000.0 +851,2014-04-02,14.5847,15.4787,14.5367,15.4727,138853500.0 +852,2014-04-03,15.5253,15.7153,14.8,15.0153,140214000.0 +853,2014-04-04,15.14,15.218,14.0493,14.0867,146892000.0 +854,2014-04-07,13.954,14.4133,13.5673,13.8593,126373500.0 +855,2014-04-08,13.9667,14.4327,13.708,14.3327,87385500.0 +856,2014-04-09,14.4667,14.5633,14.0593,14.5033,65019000.0 +857,2014-04-10,14.4747,14.5333,13.5067,13.546,89880000.0 +858,2014-04-11,13.546,13.8,13.24,13.6067,115252500.0 +859,2014-04-14,13.56,13.9667,12.9607,13.2233,96993000.0 +860,2014-04-15,13.2067,13.4,12.288,13.0127,174859500.0 +861,2014-04-16,13.182,13.3327,12.7213,13.1333,87391500.0 +862,2014-04-17,13.1667,13.486,12.9387,13.2,75393000.0 +863,2014-04-21,13.234,13.7467,12.9333,13.6933,67105500.0 +864,2014-04-22,13.7687,14.622,13.6067,14.5073,123586500.0 +865,2014-04-23,14.6,14.6653,13.8,14.04,91764000.0 +866,2014-04-24,14.0333,14.1867,13.5467,13.8333,67018500.0 +867,2014-04-25,13.8507,13.8867,13.1767,13.3027,88900500.0 +868,2014-04-28,13.2667,13.586,12.7,13.28,90400500.0 +869,2014-04-29,13.3387,13.81,13.0353,13.7,74610000.0 +870,2014-04-30,13.666,13.924,13.4187,13.9067,55795500.0 +871,2014-05-01,13.878,14.268,13.7127,13.8167,68469000.0 +872,2014-05-02,13.9727,14.1033,13.768,14.0867,51756000.0 +873,2014-05-05,14.1327,14.5127,13.8673,14.4467,62872500.0 +874,2014-05-06,14.5333,14.5773,13.7867,13.8173,71347500.0 +875,2014-05-07,13.8867,14.05,12.254,12.406,127287000.0 +876,2014-05-08,12.53,12.96,11.8147,11.8427,257352000.0 +877,2014-05-09,11.95,12.2267,11.8147,12.1333,109512000.0 +878,2014-05-12,12.1333,12.4793,11.992,12.332,91471500.0 +879,2014-05-13,12.3873,12.756,12.16,12.6793,91531500.0 +880,2014-05-14,12.7007,12.8987,12.4733,12.73,70441500.0 +881,2014-05-15,12.6207,12.844,12.3533,12.5787,79266000.0 +882,2014-05-16,12.5333,12.8027,12.474,12.77,57685500.0 +883,2014-05-19,12.7707,13.1333,12.6667,13.1333,59709000.0 +884,2014-05-20,13.08,13.2887,12.8713,12.9793,72919500.0 +885,2014-05-21,13.0,13.3333,12.986,13.326,67347000.0 +886,2014-05-22,13.348,13.792,13.3033,13.6507,77029500.0 +887,2014-05-23,13.6867,13.8507,13.5,13.826,49992000.0 +888,2014-05-27,13.9333,14.258,13.8,14.078,68053500.0 +889,2014-05-28,14.0387,14.1847,13.684,14.0,68530500.0 +890,2014-05-29,14.0133,14.166,13.848,14.0,46740000.0 +891,2014-05-30,14.0213,14.32,13.7833,13.8227,72352500.0 +892,2014-06-02,13.8213,13.9567,13.4447,13.5667,59125500.0 +893,2014-06-03,13.59,13.8667,13.506,13.64,50698500.0 +894,2014-06-04,13.6473,13.7507,13.36,13.5433,44190000.0 +895,2014-06-05,13.5827,13.9467,13.5507,13.8,50929500.0 +896,2014-06-06,13.9267,14.054,13.812,13.858,39301500.0 +897,2014-06-09,13.8993,13.9993,13.5867,13.602,34545000.0 +898,2014-06-10,13.5853,13.798,13.4367,13.484,43896000.0 +899,2014-06-11,13.44,13.6667,13.2833,13.6333,52020000.0 +900,2014-06-12,13.6493,13.992,13.514,13.5627,78660000.0 +901,2014-06-13,13.596,13.816,13.4387,13.7227,91671000.0 +902,2014-06-16,13.8,15.0327,13.694,15.0,171028500.0 +903,2014-06-17,14.9767,15.7027,14.8567,15.3667,169213500.0 +904,2014-06-18,15.3713,15.4993,15.0747,15.12,89343000.0 +905,2014-06-19,15.1547,15.6873,15.0667,15.0687,114487500.0 +906,2014-06-20,15.202,15.4193,15.08,15.2667,63924000.0 +907,2014-06-23,15.264,15.9327,15.2147,15.846,100888500.0 +908,2014-06-24,15.82,16.1253,15.442,15.5133,104314500.0 +909,2014-06-25,15.472,15.8367,15.3493,15.7833,74611500.0 +910,2014-06-26,15.7853,16.0267,15.614,15.6733,65886000.0 +911,2014-06-27,15.6667,16.0,15.5667,15.9573,75367500.0 +912,2014-06-30,15.868,16.2993,15.868,16.0233,61995000.0 +913,2014-07-01,16.066,16.2293,15.9133,15.9633,53196000.0 +914,2014-07-02,15.9667,16.1553,15.138,15.32,102298500.0 +915,2014-07-03,15.3333,15.5933,14.9333,15.2327,66034500.0 +916,2014-07-07,15.2113,15.3333,14.6933,14.7833,74419500.0 +917,2014-07-08,14.8667,14.8667,14.2847,14.598,101098500.0 +918,2014-07-09,14.6107,14.948,14.5993,14.8667,50980500.0 +919,2014-07-10,14.8347,14.8667,14.4027,14.62,63258000.0 +920,2014-07-11,14.6587,14.7927,14.4667,14.502,41347500.0 +921,2014-07-14,14.6827,15.2527,14.3633,15.1333,92257500.0 +922,2014-07-15,15.1707,15.2,14.54,14.62,71305500.0 +923,2014-07-16,14.6533,14.9867,14.4273,14.4387,51513000.0 +924,2014-07-17,14.4467,14.7033,14.2333,14.3247,57648000.0 +925,2014-07-18,14.35,14.7473,14.3333,14.68,53826000.0 +926,2014-07-21,14.6813,14.8807,14.448,14.6993,49165500.0 +927,2014-07-22,14.836,14.8867,14.6073,14.6407,35058000.0 +928,2014-07-23,14.628,14.9833,14.628,14.906,39615000.0 +929,2014-07-24,14.9053,15.0067,14.72,14.8347,39552000.0 +930,2014-07-25,14.824,15.1313,14.77,14.914,39411000.0 +931,2014-07-28,14.894,15.4667,14.76,14.9767,84943500.0 +932,2014-07-29,15.024,15.22,14.944,15.0533,41269500.0 +933,2014-07-30,15.0333,15.3067,14.6833,15.2867,60807000.0 +934,2014-07-31,15.3573,15.4713,13.9147,14.8727,96696000.0 +935,2014-08-01,14.8333,15.8333,14.388,15.54,153400500.0 +936,2014-08-04,15.6653,16.0333,15.4667,15.8867,75952500.0 +937,2014-08-05,15.9087,16.1993,15.7127,15.9287,67884000.0 +938,2014-08-06,15.9467,16.7613,15.8167,16.536,118677000.0 +939,2014-08-07,16.5667,17.1127,16.5067,16.8033,95010000.0 +940,2014-08-08,16.752,16.826,16.4333,16.5473,64384500.0 +941,2014-08-11,16.8327,17.5827,16.5333,17.2627,101056500.0 +942,2014-08-12,17.3587,17.3813,16.972,17.3333,74634000.0 +943,2014-08-13,17.39,17.7093,17.3073,17.532,88335000.0 +944,2014-08-14,17.5867,17.5927,17.236,17.41,51877500.0 +945,2014-08-15,17.4953,17.5193,17.2333,17.4667,47685000.0 +946,2014-08-18,17.5333,17.8173,17.2833,17.2833,71943000.0 +947,2014-08-19,17.3313,17.4,16.7747,17.0787,66840000.0 +948,2014-08-20,17.0153,17.2493,16.8667,17.0167,38166000.0 +949,2014-08-21,17.0667,17.2533,16.884,16.96,37018500.0 +950,2014-08-22,16.9267,17.1413,16.8407,17.116,35620500.0 +951,2014-08-25,17.2,17.5787,17.1333,17.51,55287000.0 +952,2014-08-26,17.5333,17.706,17.44,17.468,47110500.0 +953,2014-08-27,17.5,17.616,17.3527,17.55,38287500.0 +954,2014-08-28,17.4273,17.632,17.41,17.606,36576000.0 +955,2014-08-29,17.666,18.1333,17.666,17.9833,82822500.0 +956,2014-09-02,18.0067,18.9927,18.0067,18.9733,122932500.0 +957,2014-09-03,18.9967,19.2513,18.6733,18.7067,83658000.0 +958,2014-09-04,18.8133,19.428,18.62,19.1133,104331000.0 +959,2014-09-05,19.198,19.2607,18.1673,18.442,136144500.0 +960,2014-09-08,18.5433,18.992,18.4927,18.8,69922500.0 +961,2014-09-09,18.8313,19.0327,18.4667,18.5933,57493500.0 +962,2014-09-10,18.6,18.7647,18.244,18.7533,46741500.0 +963,2014-09-11,18.8,18.986,18.5753,18.6767,48127500.0 +964,2014-09-12,18.7193,18.826,18.4667,18.59,41457000.0 +965,2014-09-15,18.5413,18.5413,16.6087,17.0,209746500.0 +966,2014-09-16,17.1153,17.4973,16.828,17.38,106606500.0 +967,2014-09-17,17.4967,17.6467,17.3,17.434,65944500.0 +968,2014-09-18,17.5413,17.7067,17.4253,17.55,47353500.0 +969,2014-09-19,17.6,17.6333,17.0087,17.2307,87552000.0 +970,2014-09-22,17.2187,17.3133,16.314,16.5333,104559000.0 +971,2014-09-23,16.4327,16.92,16.2333,16.66,73747500.0 +972,2014-09-24,16.63,16.856,16.4693,16.7967,48142500.0 +973,2014-09-25,16.918,16.9973,16.4067,16.48,61905000.0 +974,2014-09-26,16.4707,16.6487,16.4047,16.4367,49257000.0 +975,2014-09-29,16.3587,16.576,16.0467,16.3133,61668000.0 +976,2014-09-30,16.3673,16.51,16.008,16.1933,54453000.0 +977,2014-10-01,16.1667,16.2333,15.71,16.0573,75615000.0 +978,2014-10-02,16.0973,16.9867,16.0413,16.724,118692000.0 +979,2014-10-03,16.8667,17.1,16.7353,17.0667,70530000.0 +980,2014-10-06,17.0767,17.4993,17.014,17.35,102403500.0 +981,2014-10-07,17.3547,17.4307,17.0487,17.3267,59218500.0 +982,2014-10-08,17.3267,17.5253,16.8427,17.352,63711000.0 +983,2014-10-09,17.466,17.7027,16.96,17.2373,94407000.0 +984,2014-10-10,16.7993,16.8667,15.68,15.8133,167515500.0 +985,2014-10-13,15.8067,16.0193,14.6667,14.87,145405500.0 +986,2014-10-14,15.0,15.498,14.8667,15.2493,89052000.0 +987,2014-10-15,15.2013,15.3993,14.488,14.8993,116542500.0 +988,2014-10-16,14.8667,15.328,14.5,15.1053,66036000.0 +989,2014-10-17,15.286,15.6513,15.09,15.1633,146335500.0 +990,2014-10-20,15.2693,15.4933,14.8747,15.388,43081500.0 +991,2014-10-21,15.4667,15.7167,15.226,15.6333,49818000.0 +992,2014-10-22,15.6107,15.826,15.3707,15.4567,50922000.0 +993,2014-10-23,15.554,15.752,15.4067,15.69,44418000.0 +994,2014-10-24,15.6573,15.8533,15.4133,15.7067,44964000.0 +995,2014-10-27,15.7107,15.7333,14.6873,14.792,122512500.0 +996,2014-10-28,14.9333,16.3067,14.9333,16.0307,136755000.0 +997,2014-10-29,16.1653,16.2667,15.7093,15.8607,64392000.0 +998,2014-10-30,15.8667,16.0333,15.6407,15.9107,41557500.0 +999,2014-10-31,16.1267,16.2333,15.9167,16.1127,95433000.0 +1000,2014-11-03,16.1533,16.504,16.088,16.152,53284500.0 +1001,2014-11-04,16.2013,16.2267,15.7687,15.9993,45828000.0 +1002,2014-11-05,16.0967,16.6267,14.4667,16.46,110295000.0 +1003,2014-11-06,16.4,16.446,15.2333,16.12,199843500.0 +1004,2014-11-07,16.332,16.332,15.8133,15.9907,66370500.0 +1005,2014-11-10,16.036,16.192,15.7867,16.152,60531000.0 +1006,2014-11-11,16.1347,16.788,16.0973,16.74,104346000.0 +1007,2014-11-12,16.7467,16.8227,16.372,16.6593,74176500.0 +1008,2014-11-13,16.6767,17.05,16.6067,16.8,83121000.0 +1009,2014-11-14,16.7813,17.2567,16.4467,17.2233,80746500.0 +1010,2014-11-17,17.1833,17.2667,16.8013,16.93,106527000.0 +1011,2014-11-18,16.9573,17.3327,16.8667,17.1733,59107500.0 +1012,2014-11-19,17.1833,17.1973,16.3733,16.5687,102915000.0 +1013,2014-11-20,16.4367,16.7287,16.4,16.6327,46186500.0 +1014,2014-11-21,16.656,16.8667,16.12,16.1513,98868000.0 +1015,2014-11-24,16.3153,16.5567,16.0427,16.4253,62733000.0 +1016,2014-11-25,16.5053,16.648,16.4,16.566,41280000.0 +1017,2014-11-26,16.582,16.6,16.44,16.592,25401000.0 +1018,2014-11-28,16.486,16.6433,16.168,16.2733,26473500.0 +1019,2014-12-01,16.162,16.3647,15.2673,15.4993,111850500.0 +1020,2014-12-02,15.5733,15.8127,15.2,15.4653,77887500.0 +1021,2014-12-03,15.4933,15.512,15.0333,15.3327,68868000.0 +1022,2014-12-04,15.3327,15.5033,15.154,15.1913,50370000.0 +1023,2014-12-05,15.234,15.3653,14.7893,14.9667,79653000.0 +1024,2014-12-08,14.9193,14.9907,14.1333,14.3193,121050000.0 +1025,2014-12-09,14.1333,14.5153,13.618,14.4167,124179000.0 +1026,2014-12-10,14.4833,14.5233,13.8467,13.9407,96352500.0 +1027,2014-12-11,13.9833,14.362,13.8193,13.8667,86691000.0 +1028,2014-12-12,13.8387,14.112,13.602,13.86,93274500.0 +1029,2014-12-15,14.05,14.05,13.5113,13.5667,67555500.0 +1030,2014-12-16,13.6,13.6,13.0247,13.1667,109290000.0 +1031,2014-12-17,13.1873,13.7793,12.8333,13.77,95917500.0 +1032,2014-12-18,13.9627,14.5913,13.9627,14.5507,95482500.0 +1033,2014-12-19,14.7273,14.8113,14.3,14.6127,91818000.0 +1034,2014-12-22,14.6667,14.9373,14.5507,14.8367,63783000.0 +1035,2014-12-23,14.8653,14.9667,14.6347,14.7,58047000.0 +1036,2014-12-24,14.7313,14.8333,14.6167,14.8307,17316000.0 +1037,2014-12-26,14.8267,15.2333,14.7647,15.1893,43195500.0 +1038,2014-12-29,15.1433,15.194,14.9347,15.046,35398500.0 +1039,2014-12-30,14.9247,15.0667,14.76,14.838,38286000.0 +1040,2014-12-31,14.838,15.0453,14.8153,14.8267,30895500.0 +1041,2015-01-02,14.886,14.9333,14.2173,14.62,60666000.0 +1042,2015-01-05,14.57,14.57,13.8107,13.908,68766000.0 +1043,2015-01-06,13.9333,14.28,13.614,14.0933,81739500.0 +1044,2015-01-07,14.1867,14.3187,13.9853,14.0733,38506500.0 +1045,2015-01-08,14.1613,14.3213,14.0007,14.0633,43804500.0 +1046,2015-01-09,13.8607,14.0533,13.664,13.75,60375000.0 +1047,2015-01-12,13.7047,13.7047,13.2833,13.4873,77257500.0 +1048,2015-01-13,13.4267,13.8407,12.5333,12.7967,56380500.0 +1049,2015-01-14,12.8013,13.0133,12.2333,12.8533,149176500.0 +1050,2015-01-15,12.936,13.05,12.6367,12.74,68364000.0 +1051,2015-01-16,12.7047,12.966,12.3367,12.8953,46059000.0 +1052,2015-01-20,12.89,13.0193,12.4693,12.84,57217500.0 +1053,2015-01-21,12.652,13.2453,12.3333,13.104,54037500.0 +1054,2015-01-22,13.2387,13.5493,13.0133,13.5167,53611500.0 +1055,2015-01-23,13.4833,13.5667,13.222,13.4093,43978500.0 +1056,2015-01-26,13.3913,13.908,13.3667,13.782,41752500.0 +1057,2015-01-27,13.8,13.8687,13.48,13.7933,35581500.0 +1058,2015-01-28,13.8253,13.8633,13.228,13.3333,40210500.0 +1059,2015-01-29,13.2673,13.732,13.1,13.6907,42373500.0 +1060,2015-01-30,13.7333,13.8313,13.5333,13.5667,39295500.0 +1061,2015-02-02,13.574,14.13,13.5533,14.0007,54160500.0 +1062,2015-02-03,14.2,14.6913,14.0333,14.5733,62689500.0 +1063,2015-02-04,14.4907,14.7653,14.4533,14.5167,40846500.0 +1064,2015-02-05,14.5853,15.032,14.57,14.73,45030000.0 +1065,2015-02-06,14.6673,14.8933,14.4333,14.45,41568000.0 +1066,2015-02-09,14.4333,14.5533,14.1327,14.5007,45162000.0 +1067,2015-02-10,14.4747,14.7,14.268,14.32,70638000.0 +1068,2015-02-11,14.3267,14.5227,13.4,13.6333,122290500.0 +1069,2015-02-12,13.6327,13.6327,12.8747,13.5233,202587000.0 +1070,2015-02-13,13.6667,13.7327,13.394,13.5213,77947500.0 +1071,2015-02-17,13.7333,13.8087,13.4333,13.6567,48615000.0 +1072,2015-02-18,13.6627,13.7447,13.5067,13.6,66528000.0 +1073,2015-02-19,13.626,14.1627,13.5833,14.1067,65745000.0 +1074,2015-02-20,14.106,14.5067,13.98,14.4767,78301500.0 +1075,2015-02-23,14.4,14.5467,13.7553,13.7767,112644000.0 +1076,2015-02-24,13.792,13.8573,13.4467,13.5633,87600000.0 +1077,2015-02-25,13.5667,13.8093,13.5053,13.59,52257000.0 +1078,2015-02-26,13.6147,14.0727,13.4813,13.824,86088000.0 +1079,2015-02-27,13.8267,13.9033,13.52,13.5567,50161500.0 +1080,2015-03-02,13.5333,13.5733,13.0547,13.1533,101004000.0 +1081,2015-03-03,13.1867,13.35,13.0213,13.2933,57592500.0 +1082,2015-03-04,13.2447,13.5013,13.1473,13.45,57156000.0 +1083,2015-03-05,13.5353,13.746,13.3407,13.3573,65712000.0 +1084,2015-03-06,13.3347,13.4,12.81,12.978,87417000.0 +1085,2015-03-09,12.898,12.974,12.55,12.75,87274500.0 +1086,2015-03-10,12.6667,12.9,12.5067,12.688,69730500.0 +1087,2015-03-11,12.7,13.0787,12.6953,12.9007,64245000.0 +1088,2015-03-12,12.9167,12.9633,12.65,12.7573,53023500.0 +1089,2015-03-13,12.7573,12.7867,12.4733,12.58,67867500.0 +1090,2015-05-26,16.4667,16.8,16.4333,16.5,43978500.0 +1091,2015-05-27,16.5733,16.6593,16.37,16.5013,43153500.0 +1092,2015-05-28,16.4907,16.79,16.3367,16.7773,44253000.0 +1093,2015-05-29,16.7587,16.858,16.6287,16.7167,49329570.0 +1094,2015-06-01,16.7987,16.8,16.498,16.63,31530225.0 +1095,2015-06-02,16.616,16.6667,16.42,16.5467,26885745.0 +1096,2015-06-03,16.6,16.7147,16.4673,16.6033,22884615.0 +1097,2015-06-04,16.4807,16.62,16.3667,16.3667,30814980.0 +1098,2015-06-05,16.384,16.6467,16.3533,16.61,40628865.0 +1099,2015-06-08,16.6873,17.25,16.58,17.1233,65460270.0 +1100,2015-06-09,17.0333,17.1827,16.9427,16.9807,32805165.0 +1101,2015-06-10,17.0667,17.1033,16.5487,16.7133,43567065.0 +1102,2015-06-11,16.8333,16.9793,16.6953,16.7167,26028345.0 +1103,2015-06-12,16.7073,16.8973,16.6767,16.7307,18391890.0 +1104,2015-06-15,16.6947,16.752,16.4007,16.6973,27654165.0 +1105,2015-06-16,16.6287,16.896,16.606,16.882,24904965.0 +1106,2015-06-17,16.8833,17.624,16.8,17.4207,70233015.0 +1107,2015-06-18,17.3647,17.564,17.3333,17.46,35891805.0 +1108,2015-06-19,17.5147,17.5867,17.34,17.5,32618625.0 +1109,2015-06-22,17.7,17.7313,17.046,17.3233,60604575.0 +1110,2015-06-23,17.3713,17.8667,17.238,17.84,50767455.0 +1111,2015-06-24,17.8547,17.8547,17.5813,17.66,29859885.0 +1112,2015-06-25,17.732,18.094,17.68,17.9133,37257870.0 +1113,2015-06-26,17.9067,17.9673,17.7333,17.8173,46306020.0 +1114,2015-06-29,17.6,17.73,17.3267,17.4833,44892210.0 +1115,2015-06-30,17.482,18.0613,17.482,17.9167,40032600.0 +1116,2015-07-01,17.9667,18.2333,17.8567,17.9567,26522145.0 +1117,2015-07-02,17.956,18.8453,17.9067,18.6507,89596185.0 +1118,2015-07-06,18.5993,18.7913,18.42,18.6867,51407370.0 +1119,2015-07-07,18.4233,18.4933,17.3847,17.71,76788555.0 +1120,2015-07-08,17.5673,17.5993,16.954,17.0147,77151690.0 +1121,2015-07-09,17.24,17.532,17.1193,17.2667,42350805.0 +1122,2015-07-10,17.294,17.6467,17.188,17.2787,32995410.0 +1123,2015-07-13,17.4133,17.5227,17.07,17.46,37339440.0 +1124,2015-07-14,17.536,17.7867,17.3673,17.6833,23937300.0 +1125,2015-07-15,17.7853,17.9033,17.4067,17.5213,24810810.0 +1126,2015-07-16,17.6873,18.0587,17.544,17.9667,19932795.0 +1127,2015-07-17,18.0193,18.3693,17.8833,18.31,64817235.0 +1128,2015-07-20,18.4333,19.11,18.1693,18.8267,62984370.0 +1129,2015-07-21,18.8313,18.8313,17.608,17.6667,76316850.0 +1130,2015-07-22,17.6333,17.9627,17.3333,17.858,38555175.0 +1131,2015-07-23,18.0067,18.0067,17.6847,17.8533,28486500.0 +1132,2015-07-24,17.9267,18.0727,17.5947,17.7067,37048095.0 +1133,2015-07-27,17.682,17.682,16.7193,16.88,60568065.0 +1134,2015-07-28,17.0113,17.6933,16.7887,17.6933,48846450.0 +1135,2015-07-29,17.7187,17.8593,17.4667,17.5753,34009380.0 +1136,2015-07-30,17.6133,17.8293,17.474,17.7987,26370390.0 +1137,2015-07-31,17.8767,17.9573,17.674,17.6933,27594270.0 +1138,2015-08-03,17.7333,17.842,17.138,17.3433,32603745.0 +1139,2015-08-04,17.338,17.7813,17.2227,17.6833,28507875.0 +1140,2015-08-05,17.7933,18.4667,16.3333,17.0,68174265.0 +1141,2015-08-06,17.0133,17.0493,15.7413,16.3833,189249225.0 +1142,2015-08-07,16.3533,16.4087,15.8927,16.1673,67028235.0 +1143,2015-08-10,16.1333,16.198,15.7367,16.04,53537460.0 +1144,2015-08-11,15.9033,15.9533,15.6293,15.8247,52796445.0 +1145,2015-08-12,15.7073,15.9847,15.4913,15.9347,46502790.0 +1146,2015-08-13,16.0133,16.432,15.9267,16.208,58656540.0 +1147,2015-08-14,16.1967,16.6147,16.118,16.2567,53596260.0 +1148,2015-08-17,16.3333,17.2587,16.3333,17.02,88423530.0 +1149,2015-08-18,17.1,17.4,16.904,17.3733,53375535.0 +1150,2015-08-19,17.4673,17.4673,16.964,16.9867,46379340.0 +1151,2015-08-20,16.8687,16.9707,16.0007,16.034,62651175.0 +1152,2015-08-21,16.044,16.2533,15.314,15.3433,83421645.0 +1153,2015-08-24,14.5667,15.4267,13.0,14.6667,120938985.0 +1154,2015-08-25,15.2667,15.5333,14.5667,14.5667,53007090.0 +1155,2015-08-26,15.1493,15.3333,14.3673,15.02,63997230.0 +1156,2015-08-27,15.318,16.3167,15.2593,16.2173,98315805.0 +1157,2015-08-28,16.1307,16.7633,15.9333,16.592,71507475.0 +1158,2015-08-31,16.2647,16.9967,16.236,16.474,122503890.0 +1159,2015-09-01,16.3333,16.4,15.798,15.9733,71484615.0 +1160,2015-09-02,15.9453,17.0327,15.9453,16.9333,61671885.0 +1161,2015-09-03,16.9167,17.0033,16.2067,16.2333,53779770.0 +1162,2015-09-04,16.1453,16.2727,15.88,16.1287,47893560.0 +1163,2015-09-08,16.53,16.75,16.27,16.686,40088835.0 +1164,2015-09-09,16.6867,16.9627,16.5333,16.6053,43224345.0 +1165,2015-09-10,16.7107,16.8007,16.3553,16.5933,33505485.0 +1166,2015-09-11,16.4667,16.6927,16.3153,16.69,30261885.0 +1167,2015-09-14,16.7313,16.95,16.6033,16.876,37000215.0 +1168,2015-09-15,16.82,16.9733,16.6333,16.93,37735680.0 +1169,2015-09-16,16.9453,17.5253,16.8587,17.4993,53034555.0 +1170,2015-09-17,17.4547,17.7,17.3793,17.4607,44743740.0 +1171,2015-09-18,17.4533,17.588,17.16,17.3327,46208550.0 +1172,2015-09-21,17.3153,18.1047,17.0533,17.6667,78873465.0 +1173,2015-09-22,17.5853,17.5853,17.058,17.3973,47461185.0 +1174,2015-09-23,17.2933,17.5313,17.172,17.3973,33568950.0 +1175,2015-09-24,17.3867,17.5667,17.0807,17.5667,43135980.0 +1176,2015-09-25,17.6,17.8167,17.0767,17.13,49134375.0 +1177,2015-09-28,17.1893,17.3193,16.4407,16.6053,127229130.0 +1178,2015-09-29,16.7333,16.982,16.364,16.4467,47435895.0 +1179,2015-09-30,16.6247,16.926,16.156,16.5633,62164515.0 +1180,2015-10-01,16.6433,16.6433,15.8087,15.9667,56504925.0 +1181,2015-10-02,16.038,16.7333,15.5333,16.5667,54307740.0 +1182,2015-10-05,16.6673,16.7333,16.2753,16.354,48077100.0 +1183,2015-10-06,16.3327,16.3327,15.7053,15.95,65567505.0 +1184,2015-10-07,15.7947,15.8667,15.2747,15.46,89247075.0 +1185,2015-10-08,15.378,15.424,14.754,15.0,77791965.0 +1186,2015-10-09,14.7333,14.958,14.5333,14.6933,79845975.0 +1187,2015-10-12,14.8,14.9067,14.2793,14.3,49668135.0 +1188,2015-10-13,14.3067,14.8353,14.0753,14.6,67942260.0 +1189,2015-10-14,14.6173,14.7433,14.362,14.4933,39930165.0 +1190,2015-10-15,14.59,14.8627,14.2467,14.8627,36025155.0 +1191,2015-10-16,14.788,15.366,14.788,15.11,56215725.0 +1192,2015-10-19,15.2293,15.41,14.996,15.15,31590870.0 +1193,2015-10-20,15.1667,15.24,13.4667,14.1107,197281935.0 +1194,2015-10-21,14.2267,14.3207,13.92,14.0667,53924745.0 +1195,2015-10-22,14.134,14.3833,13.96,14.2,35633430.0 +1196,2015-10-23,14.4527,14.5333,13.846,14.0,54594090.0 +1197,2015-10-26,14.0327,14.4667,13.9267,14.38,42132645.0 +1198,2015-10-27,14.372,14.4733,13.834,14.0233,45352560.0 +1199,2015-10-28,14.0473,14.23,13.8867,14.1867,34321920.0 +1200,2015-10-29,14.1333,14.25,13.94,14.0007,23203560.0 +1201,2015-10-30,14.0933,14.1087,13.5927,13.7927,55364160.0 +1202,2015-11-02,13.7933,14.3867,13.7933,14.2633,49048695.0 +1203,2015-11-03,14.26,15.5967,13.5,15.1713,81725865.0 +1204,2015-11-04,14.998,15.516,14.8,15.4233,164936790.0 +1205,2015-11-05,15.442,15.6393,15.2793,15.46,57396345.0 +1206,2015-11-06,15.4333,15.5573,15.3,15.5,62338770.0 +1207,2015-11-09,15.4507,15.5327,14.954,14.9993,49130655.0 +1208,2015-11-10,14.99,15.0,14.4053,14.44,58650945.0 +1209,2015-11-11,14.5527,14.632,14.242,14.6267,42948015.0 +1210,2015-11-12,14.5953,14.6,14.16,14.1667,37479450.0 +1211,2015-11-13,14.16,14.22,13.6947,13.702,42982740.0 +1212,2015-11-16,13.7667,14.332,13.7,14.28,37396095.0 +1213,2015-11-17,14.3447,14.4,14.0933,14.2667,27685005.0 +1214,2015-11-18,14.3267,14.7587,14.168,14.68,36768795.0 +1215,2015-11-19,14.864,15.0793,14.6867,14.74,30967155.0 +1216,2015-11-20,14.7867,15.0,14.2387,14.664,57603405.0 +1217,2015-11-23,14.6673,14.6673,14.3113,14.4933,31581555.0 +1218,2015-11-24,14.4,14.7333,14.3333,14.4733,31788765.0 +1219,2015-11-25,14.5667,15.3887,14.5667,15.3533,51472185.0 +1220,2015-11-27,15.3913,15.4833,15.134,15.3353,24905370.0 +1221,2015-11-30,15.4367,15.6187,15.272,15.3667,33631095.0 +1222,2015-12-01,15.404,15.8667,15.32,15.82,47844060.0 +1223,2015-12-02,15.81,15.9067,15.4153,15.532,37548885.0 +1224,2015-12-03,15.56,15.83,15.3333,15.5667,37645980.0 +1225,2015-12-04,15.6,15.63,15.1773,15.3933,32882220.0 +1226,2015-12-07,15.3587,15.7087,15.0767,15.3933,40632900.0 +1227,2015-12-08,15.2667,15.2667,14.9467,15.18,34195545.0 +1228,2015-12-09,15.0667,15.1667,14.7147,14.9873,39684090.0 +1229,2015-12-10,14.9993,15.2327,14.9093,15.1653,26159520.0 +1230,2015-12-11,15.0053,15.05,14.36,14.432,42714765.0 +1231,2015-12-14,14.6587,14.728,14.3247,14.572,35973795.0 +1232,2015-12-15,14.7333,14.8287,14.5333,14.7267,28405860.0 +1233,2015-12-16,14.8333,15.6587,14.7153,15.5833,64146990.0 +1234,2015-12-17,15.69,15.8507,15.3207,15.4733,40449015.0 +1235,2015-12-18,15.4,15.7267,15.286,15.3833,38668740.0 +1236,2015-12-21,15.4667,15.722,15.4,15.5333,24367620.0 +1237,2015-12-22,15.5333,15.77,15.3087,15.3467,25559175.0 +1238,2015-12-23,15.4667,15.5633,15.2087,15.3133,18879060.0 +1239,2015-12-24,15.3133,15.4587,15.2187,15.3713,8807865.0 +1240,2015-12-28,15.3573,15.4653,15.036,15.2667,22891215.0 +1241,2015-12-29,15.3167,15.86,15.3027,15.86,31348185.0 +1242,2015-12-30,15.7387,16.2427,15.7113,15.9133,47373570.0 +1243,2015-12-31,16.0,16.23,15.8913,16.0,35687385.0 +1244,2016-01-04,15.5733,15.9667,14.6,14.9727,84687525.0 +1245,2016-01-05,14.934,15.126,14.6667,14.85,39873360.0 +1246,2016-01-06,14.6047,14.7167,14.3987,14.7167,45644085.0 +1247,2016-01-07,14.5333,14.5627,14.144,14.334,44442075.0 +1248,2016-01-08,14.4133,14.696,14.03,14.0753,42351450.0 +1249,2016-01-11,14.0633,14.2967,13.5333,13.8287,51419670.0 +1250,2016-01-12,13.9893,14.2493,13.6873,14.066,37346910.0 +1251,2016-01-13,14.17,14.1767,13.3333,13.4,45447780.0 +1252,2016-01-14,13.3667,14.0,12.892,13.8033,78481125.0 +1253,2016-01-15,13.4667,13.6793,13.1333,13.65,65273250.0 +1254,2016-01-19,13.992,14.0313,13.3853,13.6647,49873515.0 +1255,2016-01-20,13.5,13.5,12.75,13.346,71760615.0 +1256,2016-01-21,13.2,13.5487,13.0013,13.2733,39395805.0 +1257,2016-01-22,13.56,13.7667,13.2687,13.5033,36423510.0 +1258,2016-01-25,13.5033,13.5713,13.034,13.0667,32746890.0 +1259,2016-01-26,13.0767,13.2187,12.592,12.79,61887765.0 +1260,2016-01-27,12.8007,12.884,12.3847,12.6033,43610685.0 +1261,2016-01-28,12.6333,12.7933,12.1607,12.4327,58177335.0 +1262,2016-01-29,12.5853,12.916,12.5193,12.7787,36289005.0 +1263,2016-02-01,12.7167,13.3013,12.1833,13.088,67881600.0 +1264,2016-02-02,13.09,13.09,12.0153,12.18,72660375.0 +1265,2016-02-03,12.2467,12.3267,11.3453,11.572,102199185.0 +1266,2016-02-04,11.6373,11.732,11.1327,11.37,55556535.0 +1267,2016-02-05,11.4867,11.5627,10.516,10.8333,121217820.0 +1268,2016-02-08,10.6,10.6,9.7333,9.75,117036630.0 +1269,2016-02-09,9.798,10.6527,9.34,9.6667,111349140.0 +1270,2016-02-10,9.7533,10.9933,9.0,10.502,114878790.0 +1271,2016-02-11,10.2,10.884,9.6013,10.1333,187276440.0 +1272,2016-02-12,10.1333,10.4673,9.58,9.9967,95316150.0 +1273,2016-02-16,10.0993,10.8633,10.0993,10.3307,72728055.0 +1274,2016-02-17,10.4987,11.3447,10.4453,11.3447,76193205.0 +1275,2016-02-18,11.3533,11.5833,10.9847,11.1333,49621590.0 +1276,2016-02-19,11.0333,11.166,10.8333,11.1233,36965385.0 +1277,2016-02-22,11.3,11.9273,11.3,11.7967,66003810.0 +1278,2016-02-23,11.648,12.1153,11.5787,11.7667,69213390.0 +1279,2016-02-24,11.6733,12.0,11.1893,11.9993,69879090.0 +1280,2016-02-25,11.8887,12.568,11.68,12.4907,67942905.0 +1281,2016-02-26,12.6067,12.8,12.3333,12.6507,78149805.0 +1282,2016-02-29,12.6,13.09,12.6,12.7533,115657890.0 +1283,2016-03-01,12.9527,13.0633,12.18,12.3167,87616590.0 +1284,2016-03-02,12.3953,12.568,12.1,12.458,62262495.0 +1285,2016-03-03,12.556,13.1613,12.2813,13.0267,63760695.0 +1286,2016-03-04,13.04,13.602,13.04,13.3833,86046540.0 +1287,2016-03-07,13.3333,13.98,13.16,13.7,67046235.0 +1288,2016-03-08,13.6667,13.8333,13.48,13.5233,53949945.0 +1289,2016-03-09,13.5667,13.9587,13.5193,13.93,41877810.0 +1290,2016-03-10,13.93,14.2333,13.378,13.6787,67059180.0 +1291,2016-03-11,13.918,13.9613,13.6887,13.8347,42624135.0 +1292,2016-03-14,13.88,14.448,13.88,14.3667,50652270.0 +1293,2016-03-15,14.2667,14.598,14.1,14.5333,80336310.0 +1294,2016-03-16,14.556,14.8387,14.4533,14.8113,45207405.0 +1295,2016-03-17,14.8,15.2333,14.6267,15.21,48334365.0 +1296,2016-03-18,15.1333,15.632,15.1067,15.4733,59588040.0 +1297,2016-03-21,15.5333,15.992,15.516,15.9,66283815.0 +1298,2016-03-22,15.9,15.9327,15.5033,15.5333,53471670.0 +1299,2016-03-23,15.6333,15.68,14.6867,14.6893,62026500.0 +1300,2016-03-24,14.5127,15.2593,14.2987,15.22,64368510.0 +1301,2016-03-28,15.226,15.654,15.0,15.3333,49788900.0 +1302,2016-03-29,15.4333,15.492,15.022,15.3533,51507480.0 +1303,2016-03-30,15.46,15.7,15.1,15.1,52204845.0 +1304,2016-03-31,15.1333,15.828,15.0007,15.54,103025805.0 +1305,2016-04-01,15.6667,16.7493,15.318,15.83,205378890.0 +1306,2016-04-04,16.3333,16.808,15.7133,15.76,169088775.0 +1307,2016-04-05,15.8567,17.1667,15.7767,17.1667,127513170.0 +1308,2016-04-06,16.86,17.8493,16.8533,17.7533,143856135.0 +1309,2016-04-07,17.8667,17.956,16.9673,17.0647,111640635.0 +1310,2016-04-08,17.04,17.434,16.5347,16.6333,92146575.0 +1311,2016-04-11,16.7847,17.266,16.3533,16.62,119938500.0 +1312,2016-04-12,16.6333,16.8,16.242,16.49,73495020.0 +1313,2016-04-13,16.5667,17.0333,16.4887,16.9913,63754965.0 +1314,2016-04-14,16.8747,17.1227,16.7367,16.788,53539065.0 +1315,2016-04-15,16.8007,17.004,16.608,16.9267,47150220.0 +1316,2016-04-18,16.9,17.2207,16.7773,16.848,56465895.0 +1317,2016-04-19,17.0267,17.0393,16.0833,16.3333,80956815.0 +1318,2016-04-20,16.5193,16.9107,16.1,16.66,67998930.0 +1319,2016-04-21,16.6553,16.7313,16.4,16.4887,36160305.0 +1320,2016-04-22,16.5133,16.9333,16.3807,16.9233,50184240.0 +1321,2016-04-25,17.02,17.1587,16.7173,16.7667,46018590.0 +1322,2016-04-26,16.8007,17.0487,16.626,16.772,41643750.0 +1323,2016-04-27,16.83,17.0,16.6267,16.7853,41368650.0 +1324,2016-04-28,16.696,16.8953,16.496,16.5433,31875060.0 +1325,2016-04-29,16.5167,16.666,15.854,15.9533,67850040.0 +1326,2016-05-02,16.1167,16.2127,15.6547,16.12,48718935.0 +1327,2016-05-03,15.9907,16.12,15.4207,15.4387,54099555.0 +1328,2016-05-04,15.3467,16.1753,14.6933,15.2333,101952825.0 +1329,2016-05-05,15.3647,15.6,13.986,14.0347,140309865.0 +1330,2016-05-06,14.0667,14.4247,13.874,14.3267,74756025.0 +1331,2016-05-09,14.4333,14.534,13.7867,13.8167,62450460.0 +1332,2016-05-10,14.026,14.0413,13.6667,13.88,51794940.0 +1333,2016-05-11,13.874,14.3653,13.7367,13.894,61181340.0 +1334,2016-05-12,13.9933,14.1533,13.5767,13.7767,46360335.0 +1335,2016-05-13,13.7793,14.08,13.7473,13.82,35990505.0 +1336,2016-05-16,13.9327,14.21,13.8587,13.888,37083990.0 +1337,2016-05-17,13.9327,13.988,13.6013,13.6867,34568325.0 +1338,2016-05-18,13.902,14.354,13.2007,14.0333,69813285.0 +1339,2016-05-19,14.0467,14.7333,13.82,14.574,86109435.0 +1340,2016-05-20,14.7313,14.7313,14.194,14.6547,113611050.0 +1341,2016-05-23,14.726,14.84,14.38,14.38,66618810.0 +1342,2016-05-24,14.4993,14.5827,14.3453,14.53,37793115.0 +1343,2016-05-25,14.6327,14.7573,14.41,14.5933,37445070.0 +1344,2016-05-26,14.666,15.0327,14.6033,15.0327,53304360.0 +1345,2016-05-27,15.0667,15.0667,14.7167,14.8433,47011290.0 +1346,2016-05-31,14.926,14.9833,14.7667,14.8733,31549200.0 +1347,2016-06-01,14.8267,14.8267,14.4593,14.6,38188845.0 +1348,2016-06-02,14.632,14.7327,14.474,14.702,24582015.0 +1349,2016-06-03,14.7,14.796,14.534,14.5673,28329450.0 +1350,2016-06-06,14.6047,14.7267,14.3633,14.7053,28419060.0 +1351,2016-06-07,14.748,15.6293,14.7327,15.5127,80287470.0 +1352,2016-06-08,15.5333,16.0567,15.4567,15.7233,76060455.0 +1353,2016-06-09,15.6467,15.6887,15.07,15.09,58262070.0 +1354,2016-06-10,14.8733,15.2667,14.4787,14.674,78597060.0 +1355,2016-06-13,14.5533,15.0513,14.4653,14.5133,53577120.0 +1356,2016-06-14,14.582,14.8133,14.1687,14.28,44983245.0 +1357,2016-06-15,14.4333,14.7933,14.342,14.532,36963330.0 +1358,2016-06-16,14.51,14.658,14.2333,14.5333,31423200.0 +1359,2016-06-17,14.5353,14.666,14.3,14.33,38441865.0 +1360,2016-06-20,14.5,14.9167,14.5,14.696,44990895.0 +1361,2016-06-21,14.7667,14.838,12.608,12.8533,41360595.0 +1362,2016-06-22,14.0,14.0,12.8807,13.1867,288062460.0 +1363,2016-06-23,13.196,13.196,12.8087,13.0,122422515.0 +1364,2016-06-24,12.96,13.008,12.476,12.7333,83003595.0 +1365,2016-06-27,12.9067,13.254,12.5247,13.22,90248895.0 +1366,2016-06-28,13.27,13.6033,13.2633,13.4527,69636630.0 +1367,2016-06-29,13.5467,14.1187,13.5333,14.0167,70308465.0 +1368,2016-06-30,14.0827,14.2373,13.668,13.7333,56418435.0 +1369,2016-07-01,13.6393,14.5493,13.5967,14.4133,63605955.0 +1370,2016-07-05,14.0367,14.3033,13.7,14.0933,64103865.0 +1371,2016-07-06,13.9587,14.3487,13.9327,14.2433,56001630.0 +1372,2016-07-07,14.2867,14.5413,14.1667,14.4,41651820.0 +1373,2016-07-08,14.3667,14.654,14.3,14.4,45595800.0 +1374,2016-07-11,14.5633,15.1187,14.5633,14.82,66368370.0 +1375,2016-07-12,14.792,15.1667,14.7667,14.9667,56701455.0 +1376,2016-07-13,15.0,15.0667,14.686,14.8667,44640195.0 +1377,2016-07-14,14.9,15.0667,14.7367,14.7687,32683545.0 +1378,2016-07-15,14.8333,14.85,14.6067,14.6067,28054815.0 +1379,2016-07-18,14.6667,15.1393,14.5533,15.0433,43574475.0 +1380,2016-07-19,15.034,15.2733,14.9833,15.08,36414315.0 +1381,2016-07-20,15.1347,15.32,15.0,15.28,31636800.0 +1382,2016-07-21,15.342,15.3667,14.6067,14.6667,55197015.0 +1383,2016-07-22,14.714,14.9667,14.592,14.7933,32939685.0 +1384,2016-07-25,14.8333,15.426,14.758,15.3333,57810465.0 +1385,2016-07-26,15.4,15.4,15.02,15.2833,39602580.0 +1386,2016-07-27,15.31,15.5573,15.128,15.22,35585460.0 +1387,2016-07-28,15.2607,15.3853,15.1067,15.3853,29429970.0 +1388,2016-07-29,15.3507,15.6853,15.3333,15.6147,38264985.0 +1389,2016-08-01,15.6907,15.7753,15.276,15.4113,51807975.0 +1390,2016-08-02,15.3453,15.3453,14.76,15.1333,48089565.0 +1391,2016-08-03,15.1167,15.5333,14.4333,14.94,49846905.0 +1392,2016-08-04,15.2,15.3907,14.8033,15.3367,52533225.0 +1393,2016-08-05,15.3187,15.4667,15.15,15.1653,38675430.0 +1394,2016-08-08,15.1653,15.3067,15.0667,15.1,27615555.0 +1395,2016-08-09,15.02,15.436,15.0,15.2333,26310885.0 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new file mode 100644 index 0000000..2943766 --- /dev/null +++ b/examples/1_setting_data/setting_data.py @@ -0,0 +1,12 @@ +import pandas as pd +from lightweight_charts import Chart + +if __name__ == '__main__': + + chart = Chart() + + # Columns: | time | open | high | low | close | volume (if volume is enabled) | + df = pd.read_csv('ohlcv.csv') + chart.set(df) + + chart.show(block=True) diff --git a/examples/2_live_data/live_data.gif b/examples/2_live_data/live_data.gif new file mode 100644 index 0000000000000000000000000000000000000000..9eb7e9d71a0c97511df2ab9b16cc2cea153b2261 GIT binary patch literal 6894536 zcmeF2Wm}Y8*r@LrW|$ee8G7gt5Tp@t2hg?FlbPsH%;d(*lnTr=oXoUr%(NWLNOl$k0SgT?3mrR4vNuas5DElFC0?>p z@v||qveQ_wGjOsq^ReqIv%iz%5WLT!@R%cZfio|fD{z9Fi<{fWmN&tN4+`Uxk>Jx* z7NnrQ?`m;BBUlJdAjHirq^~JtXd`5zEo2-0fS+H4TvEhTSB%_VjDbN6^HR*mNt~Hg z{DGLbfsVMng?N6Hgr=&5jhTe4xumnDl%AoKxuKMmiIl@rDMw3b3L0rSIcYar88f-Ek|4JATQk~YI+)mdLeCwy6T1niN>N5 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